The Good Tech Companies

Uploading JPG Files on Mobile with Orientation, Size, and Format Traps: A Quick Guide

HackerNoon — Wed, 23 Sep 2026 15:02:30 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/uploading-jpg-files-on-mobile-with-orientation-size-and-format-traps-a-quick-guide.
This article looks at each problem separately and then shows how to handle all of them in one step.
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Mobile photo uploads can fail due to three common problems: sideways photos, oversized camera files, and HEIC files masquerading as JPGs. These issues can be fixed by handling EXIF orientation, resizing images to the display target, and checking the byte signature to ensure the file is actually a JPG.

Travala Launches Permanent AVA Strategic Reserve, Doubles Monthly Open-Market Buybacks

HackerNoon — Wed, 23 Sep 2026 12:03:47 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/travala-launches-permanent-ava-strategic-reserve-doubles-monthly-open-market-buybacks.
More travel bookings → more member givebacks → more open-market AVA buybacks → more AVA permanently locked. A new matching structure doubles monthly open-market
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Travala and the AVA Foundation have introduced a new matching buyback structure for the AVA token, doubling monthly open-market buyback volume and permanently locking matched AVA in a Strategic Reserve. The mechanism scales directly with platform activity, with higher AVA Smart member givebacks resulting in larger buybacks and additional AVA being permanently locked in the Reserve.

Brain Launches The Company Memory That Makes Every AI in The Business Worth Using

HackerNoon — Wed, 23 Sep 2026 11:38:12 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/brain-launches-the-company-memory-that-makes-every-ai-in-the-business-worth-using.
Businesses have no shortage of AI tools to choose from. The harder problem is getting those tools to understand the business they are supposed to
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Brain is a new AI platform that brings persistent memory, company knowledge, AI agents, and governance into a single environment, allowing companies to build a shared brain that gets more useful as the business uses it. It connects to existing company tools, enforces permissions on every request, and records every access in a tamper-evident ledger, making it suitable for regulated industries and teams deploying autonomous agents.

Fearn Raises $5.5M From Kindred and a16z Speedrun to Launch AI-Native Patent Law Firm

HackerNoon — Wed, 23 Sep 2026 11:16:56 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/fearn-raises-$55m-from-kindred-and-a16z-speedrun-to-launch-ai-native-patent-law-firm.
Fearn raises $5.5M from Kindred Ventures and a16z speedrun to draft startup patents in days at a $9,000 flat fee, with a refund if no claims are allowed.
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Fearn, a San Francisco patent law firm built around its own AI models rather than the billable hour, launched today with $5.5 million from Kindred Ventures, a16z speedrun, Designer Fund and Essence VC. It drafts a non-provisional patent application for a flat $9,000 including government fees, against a conventional range of $18,000 to $40,000, files provisionals in about three business days and refunds the drafting fee if an application it prosecutes wins no claims at all. Founders Han Kim (formerly of Morrison & Foerster) and Angela Gao (a Caltech PhD in AI) say work that takes a conventional firm 30 to 40 attorney hours takes 30 minutes of attorney time on FearnOS, their graph-based drafting system. The firm reports gross margins above 80 percent, hundreds of users from seed-stage startups to public companies and a target market of $14 billion a year, half of it spent by early-stage companies filing about 150,000 applications between them.

Ratio CEO John Cho on Stablecoin FX: Asia's Won-to-Rupiah Payments Without the Dollar

HackerNoon — Wed, 23 Sep 2026 02:50:25 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/ratio-ceo-john-cho-on-stablecoin-fx-asias-won-to-rupiah-payments-without-the-dollar.
Ratio CEO John Cho explains how won-to-rupiah stablecoin settlement on Kaia removes two dollar conversions, who carries FX risk and Korea's stablecoin law.
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Ratio is an onchain foreign exchange orchestration layer on Kaia, the Layer 1 formed when Kakao's Klaytn merged with LINE's Finschia. It lets a won stablecoin swap directly into an Indonesian rupiah stablecoin at mid-market, then off-ramps one-to-one through the issuer into local rails, removing the two dollar conversions and the correspondent chain that a conventional Asian cross-border payment runs through. John Cho, Ratio's chief executive and co-founder and chief stablecoin officer at the Kaia DLT Foundation, concedes that dollar stablecoin liquidity is deeper by orders of magnitude, then argues the dollar route still loses on total cost: two spreads plus on- and off-ramp tolls of 100 to 500 basis points a leg, against a local-to-local swap at roughly 30 basis points with a one-to-one fiat exit. No treasurer stops pre-funding Nostro accounts because a deck told them to. Cho lists what has to be true first: real-time settlement finality, liquidity available at weekends and off-hours, a guaranteed one-to-one exit with the issuer and compliance native to the flow. Ratio runs proprietary liquidity inside its own stack, carries the FX exposure on its own book if a leg fails and cancels swaps automatically when volatility moves outside preset thresholds. Korea's Digital Asset Basic Act is still expected in the fourth quarter. Cho expects the region's major economies to have stablecoin frameworks within 12 to 24 months, at which point regulated stablecoin settlement stops being crypto and becomes a payment method. His advice for treasury teams with no crypto mandate: benchmark your top three corridors against mid-market, express the all-in cost in basis points and use that number to renegotiate. No mandate is required to measure.

How Companion.energy Reduced Query Latency 25x & Compressed Terabytes to Gigabytes with Tiger Cloud

HackerNoon — Wed, 23 Sep 2026 01:30:22 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/how-companionenergy-reduced-query-latency-25x-and-compressed-terabytes-to-gigabytes-with-tiger-cloud.
See how Companion.energy migrated from Azure PostgreSQL to Tiger Cloud, achieving 25x faster queries, 98% storage savings, and faster real-time analytics.
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Companion.energy migrated its real-time energy telemetry platform from Azure PostgreSQL to Tiger Cloud after database performance and storage constraints began affecting customers. The migration delivered 25x faster latest-reading queries, compressed 1.7 TB of logical data into 39 GB, enabled continuous aggregates over 283 million rows, and made multi-billion-row scans practical. The team completed the migration in eight weeks while maintaining replication and row-count parity.

How to Give an AI Agent a Wallet Without a Private Key

HackerNoon — Wed, 23 Sep 2026 01:00:32 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-give-an-ai-agent-a-wallet-without-a-private-key.
Learn how to give AI agents controlled wallet access without private keys using smart accounts, scoped session keys, transaction limits, & revocable permissions
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AI agents need to make payments and interact with blockchain systems without receiving unrestricted control of a wallet's private key. This article explains how smart accounts, scoped session keys, spending limits, approved contracts, expiration rules, and revocable authorization can give agents autonomy without giving them the master key. It also examines how Namera applies this permission model to agent wallets.

The Best ETL Tools for Real-Time Data Integration in 2026

HackerNoon — Wed, 23 Sep 2026 00:42:46 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/the-best-etl-tools-for-real-time-data-integration-in-2026.
Real-time doesn't mean the same thing to every ETL tool. Compare Estuary, Confluent, Fivetran, and more to find the right fit for your data.
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TL;DR: Top real-time ETL tools in 2026 include Estuary, Confluent, Striim, Informatica IDMC, Google Cloud Dataflow, Databricks Lakeflow, AWS Glue, Fivetran, and Airbyte — but they aren't interchangeable. Each fits a different model: batch, micro-batch, CDC, or event streaming. Estuary unifies CDC, streaming, and batch in one platform without needing to run Kafka yourself; Confluent suits Kafka-centric stacks; Informatica fits large governed enterprises; cloud-native tools (Dataflow, Lakeflow, Glue) work best inside their respective ecosystems; and Fivetran/Airbyte are strong for minute-level freshness rather than true streaming. The real question isn't which tool has the most features, but which one solves your actual freshness requirement without adding unnecessary infrastructure.

How Enterprises Evaluate Third-party Risk Management Platforms in 2026

HackerNoon — Tue, 22 Sep 2026 22:32:48 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/how-enterprises-evaluate-third-party-risk-management-platforms-in-2026.
Evaluating third-party risk management platforms? Use these 8 criteria to assess platforms across critical areas like vendor discovery and GRC integration.
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A TPRM platform should automatically build a complete vendor inventory, including shadow IT and AI tools, and continuously monitor vendors for changes that could introduce new risk. The best TPRM platforms are those that fit how an organization manages vendor risk, reducing manual work and creating a seamless integration with existing systems.

EWOR Names Oscar Winner Charles Ferguson to Lead San Francisco Push as US Applications Jump 237%

HackerNoon — Tue, 22 Sep 2026 11:07:26 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/ewor-names-oscar-winner-charles-ferguson-to-lead-san-francisco-push-as-us-applications-jump-237percent.
EWOR, the 0.1%-acceptance founder fellowship, names Oscar winner Charles Ferguson, Katie Madding and Gigi Brett to its San Francisco team as US applications.
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EWOR, the Berlin founder fellowship with a 0.1 percent acceptance rate, has named a three-person leadership team in San Francisco after applications from US founders rose 237 percent in twelve months. The team is Charles Ferguson, who sold FrontPage to Microsoft for $133 million in 1996, won the Academy Award for Inside Job and has written early cheques into Etched, Perplexity, CopilotKit and Paradigm; Katie Madding, former chief product officer at Adjust and chief executive of Emhance; and Gigi Brett, a three-time founder who becomes chief investment officer. EWOR gives about 35 fellows a year up to €500,000 and weekly one-to-one mentorship from founders of Adjust, ProGlove and SumUp, without asking anyone to relocate. Fellows raise $10 million on average after Demo Day; a quarter of recent joiners have raised at nine-figure valuations in the past six months. The first San Francisco Demo Day is on 9 October, with ten founders pitching to several hundred investors. The point of the story is the direction of travel: founders who already live in the world's densest startup market are applying to a European programme in growing numbers, so the programme has come to them.

Why Governments and Institutions Are Putting Sovereign Debt Onchain

HackerNoon — Tue, 22 Sep 2026 06:10:35 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/why-governments-and-institutions-are-putting-sovereign-debt-onchain.
Governments from Hong Kong to the Marshall Islands are issuing debt onchain. Here is what blockchain changes for sovereign bonds.
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Yesterday the European Central Bank launched Pontes, a live service that settles tokenised assets in central bank money. It also said it will invest part of its own funds in tokenised euro-area government bonds. Hong Kong has sold HK$16.8 billion of digital government bonds across three issues. The UK's digital gilt is scheduled for early 2027. This is no longer a pilot phase. The reasons are concrete: settlement that closes in seconds rather than a day, on every day of the year; bonds that carry their own compliance and payment logic; cash legs that settle in stablecoins or tokenised central bank money; issuance and servicing costs that the industry puts at $15 to $20 billion a year in potential savings; and minimum tickets that fall from $100,000 to $30 or less. The case study is Stellar. It holds about $490 million of tokenised non-US government debt, more than any other public blockchain, out of a $1.06 billion global total. It passed Ethereum in that category in February 2026 and has stayed ahead every day since. The roster on Stellar spans five continents: Spiko's euro T-bill fund, Etherfuse Stablebonds wrapping Mexican CETES and Brazilian Tesouro paper, South Korean Treasury Bonds, the Marshall Islands' USDM1 sovereign bond, plus BENJI, USDY and WTGXX on the US side. Total tokenised real-world assets on the network went from about $500 million in early 2025 to $4 billion by the end of August. What is still missing is the cash leg for the largest sovereign markets. The UK's pilot hinges on it, the ECB has just built it and Stellar's answer is native USDC and euro stablecoins already on the ledger.

The 7 Best Requirements Management Software Tools for Lean Regulated Teams in 2026

HackerNoon — Tue, 22 Sep 2026 01:28:44 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/the-7-best-requirements-management-software-tools-for-lean-regulated-teams-in-2026.
Compare 7 requirements management tools for lean regulated teams, covering audit readiness, traceability, design control, risk management, and admin overhead.
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Lean regulated teams need requirements software that supports audit readiness without the cost and administrative overhead of enterprise platforms. This guide compares seven options across traceability, design control, risk management, standards coverage, integrations, deployment, and time to useful. It covers Matrix Req, ReqView, Orcanos, ReqSuite RM, Modern Requirements4DevOps, SpiraTeam, and Word and Excel.

Quotex Bonus Codes for 2026: TRADE70 and TRADE50 Explained

HackerNoon — Tue, 22 Sep 2026 01:16:27 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/quotex-bonus-codes-for-2026-trade70-and-trade50-explained.
Learn how Quotex deposit bonuses work, including TRADE50 and TRADE70, qualifying deposits, turnover requirements, withdrawal rules, eligibility, and risks.
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TRADE50 and TRADE70 are source-specific Quotex deposit-bonus codes described in this guide as offering 50% and 70% bonus credits on qualifying deposits. The bonuses are trading credit rather than immediately withdrawable cash and can carry turnover and withdrawal conditions. This guide explains eligibility, referral attribution, bonus calculations, turnover requirements, withdrawal consequences, geographic restrictions, and the risks of digital-options trading.

Make a dedicated Wake-on-LAN server with Tailscale

HackerNoon — Tue, 22 Sep 2026 01:00:45 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/make-a-dedicated-wake-on-lan-server-with-tailscale.
Learn how to combine Tailscale with Wake-on-LAN to wake sleeping PCs and servers remotely using a Raspberry Pi, UpSnap, or Docker.
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Tailscale can securely connect to devices across networks, but it cannot wake a sleeping or powered-off device because Wake-on-LAN operates at Layer 2 while Tailscale operates at Layer 3. The solution is to use an always-on device such as a Raspberry Pi to send WoL packets on the local network. This guide covers command-line wakeups with etherwake, the UpSnap web app, and a Tailscale-enabled Docker setup for waking PCs and servers remotely.

ZWTC 2026 Enters Squad Stage, Zoomex Opens Registration for Competition With Up to 2.5 Million USDT

HackerNoon — Tue, 22 Sep 2026 00:21:54 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/zwtc-2026-enters-squad-stage-zoomex-opens-registration-for-competition-with-up-to-25-million-usdt.
The team-based competition begins on September 21, rewarding squad profit rate, trading volume, and community popularity across three separate ranking
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Zoomex has opened regular registration for its ZWTC 2026 Squad Competition, a team-based cryptocurrency trading championship with a prize pool of up to 2,500,000 USDT. The competition will run from September 21 to October 11, with squads competing in three categories: profit rate, trading volume, and popularity.

Zoomex to Host Traders After Party During TOKEN2049 Singapore, Connecting Traders and the Web3 Space

HackerNoon — Mon, 21 Sep 2026 12:23:50 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/zoomex-to-host-traders-after-party-during-token2049-singapore-connecting-traders-and-the-web3-space.
Centering on the theme “CRYPTO TRADING · WEB3 · LIVE MUSIC · NETWORKING,” the event seamlessly blends market discussions with an elevated party
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The "ZOOMEX TRADERS AFTER PARTY @ TOKEN2049 SINGAPORE" will feature a live music performance, Q&A session with F1 driver Ollie Bearman, and a grand prize giveaway. The event aims to connect traders, Web3 founders, and industry partners through market discussions, networking, and live entertainment.

How Enterprises Evaluate Risk Software in 2026: a Criteria-led Guide

HackerNoon — Mon, 21 Sep 2026 07:42:24 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/how-enterprises-evaluate-risk-software-in-2026-a-criteria-led-guide.
Discover the eight criteria organizations use to evaluate risk software. Learn what good solutions look like and essential questions to ask during procurement.
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Risk management software must keep pace with changing risks and provide current information on demand. To evaluate risk software, consider eight criteria, including continuous risk identification, AI and internal-AI risk coverage, and implementation speed and total cost of ownership.

Best AI Code Review Tools for Azure DevOps (2026)

HackerNoon — Mon, 21 Sep 2026 03:54:41 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/best-ai-code-review-tools-for-azure-devops-2026.
Compare AI code review tools for Azure DevOps in 2026, including Qodo and GitHub Copilot, across Azure Repos, Pipelines, Server, and air-gapped deployments.
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Azure DevOps has a smaller AI code review ecosystem than GitHub, with enterprise deployment requirements narrowing the shortlist further. This guide compares tools across Azure Repos pull requests, Azure Pipelines, Azure Boards, cross-repository context, Azure DevOps Server, and air-gapped deployment. It also explains where AI review fits alongside GHAS, Snyk, and SonarQube, and why Qodo is particularly relevant for self-hosted and regulated environments.

Can Claude AI Predict Crypto and Stock Prices? What It Can and Can't Do

HackerNoon — Mon, 21 Sep 2026 02:02:20 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/can-claude-ai-predict-crypto-and-stock-prices-what-it-can-and-cant-do.
Can Claude AI predict crypto and stock prices? Explore its strengths, forecasting limits, and how to use AI for market analysis.
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Claude can analyze financial documents, earnings reports, filings, and market information supplied to it, but that is different from reliably predicting stock or crypto prices. Without a live data connection, it cannot know current market prices, while independent forecasting research has found expert human forecasters outperform leading language models. This guide explains Claude's strengths, forecasting limits, MCP connections, trading risks, and how to use AI more responsibly for market research.

Follow the Hill Combines Congressional Stock Disclosures With Automated Trading

HackerNoon — Mon, 21 Sep 2026 01:30:15 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/follow-the-hill-combines-congressional-stock-disclosures-with-automated-trading.
Follow the Hill combines congressional stock disclosures with systematic stock selection, position sizing, exits, & automated trades in investors' own accounts.
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Follow the Hill is a subscription platform that uses public congressional stock disclosures as inputs for a systematic trading strategy. The platform evaluates disclosed stocks against predefined criteria, determines position sizes, and applies exit rules before trades are mirrored into customers’ own brokerage accounts. It does not pool customer funds and allows customers to turn the strategy off. The company says its approach is designed to simplify the process of turning congressional disclosure data into managed positions.

Hammed Afenifere on the Local Context AI Compliance Can Miss

HackerNoon — Mon, 21 Sep 2026 01:00:38 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/hammed-afenifere-on-the-local-context-ai-compliance-can-miss.
Hammed Afenifere explains why AI compliance and credit systems need local context to accurately assess African businesses and financial activity.
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AI-assisted compliance can struggle when the records a system expects do not reflect how a business actually operates. Hammed Afenifere, co-founder and CEO of Oneremit, argues that African businesses can be difficult for overseas financial institutions to assess because their commercial activity may leave limited online or conventional financial records. His approach to compliance and credit assessment focuses on local operating context, transaction history, and the difference between familiar financial records and the full picture of a business.

GPT-6 Astra vs. Meshy 7 for 3D Creation: What Three Creator Workflows Reveal

HackerNoon — Sun, 20 Sep 2026 21:43:54 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/gpt-6-astra-vs-meshy-7-for-3d-creation-what-three-creator-workflows-reveal.
GPT-6 Astra can automate Blender and build interactive 3D scenes, but creators are turning to Meshy when character geometry needs to hold up.
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Creators are combining OpenAI's GPT-6 Astra with Meshy for 3D generation, with Astra good at scene reasoning, Blender automation, and code, while Meshy is more reliable for generating character geometry. Astra is used for reasoning and assembly, while Meshy is used for geometry that needs to survive rigging, animation, and real-time engine requirements.

Downloading Zoom or Brave? Could Be New Mac Malware ‘Sonoma’ In Disguise

HackerNoon — Sun, 20 Sep 2026 21:12:53 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/downloading-zoom-or-brave-could-be-new-mac-malware-sonoma-in-disguise.
New macOS stealer Sonoma hides in fake StreamYard, Zoom, Slack, and DocSend installers, then steals passwords, browser data, and crypto wallets.
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A new macOS stealer called Sonoma is circulating as fake installers for everyday work apps such as StreamYard, Zoom, Slack, DocSend, Brave Talk, and similar tools. Behind the disguise, Crazy Evil’s Swift malware phishes the Mac login password with an in-process PAM check (quieter than older dscl tricks), then steals browser data, wallets, and developer secrets.

The Design Brief Left the Building: How Creative Agencies Are Accidentally Leaking Client Work

HackerNoon — Sun, 20 Sep 2026 20:59:03 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/the-design-brief-left-the-building-how-creative-agencies-are-accidentally-leaking-client-work.
Creative agencies risk leaking client work through AI apps. Learn how decentralized AI can help protect design briefs and confidential data.
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Creative agencies are vulnerable to intellectual property (IP) leakage due to the use of generative AI tools, which can expose confidential client information. This can happen through the "paste-and-forget" habit, unsecured backend infrastructure, or cross-user bugs, making it essential for agencies to assess the security of their AI infrastructure.

5+ Famous Crypto Addresses and Transactions That Made History

HackerNoon — Sun, 20 Sep 2026 20:49:32 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/5-famous-crypto-addresses-and-transactions-that-made-history.
Behind a few crypto addresses lie hacks, hidden messages, burned coins, and historic moments. Discover the stories forever written on the ledger.
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Famous cryptocurrency addresses hold stories of Bitcoin's early days, including Satoshi Nakamoto's message and tributes to deceased cypherpunks. Some addresses, like those linked to Silk Road and Mt. Gox, are infamous due to their connection to illicit activities and significant amounts of stolen cryptocurrency.

Tailscale and RustDesk: Secure remote access to all your desktops

HackerNoon — Sat, 19 Sep 2026 14:10:32 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/tailscale-and-rustdesk-secure-remote-access-to-all-your-desktops.
Learn how to combine RustDesk and Tailscale for secure remote desktop access without port forwarding, self-hosted RustDesk servers, or subscriptions.
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RustDesk is a powerful open-source remote desktop tool, but self-hosting its servers can require additional configuration, public ports, and keys. Combining RustDesk with Tailscale provides a simpler approach by giving devices authenticated, encrypted Tailnet IP addresses. With RustDesk's direct IP access enabled, computers can connect directly without relying on RustDesk's intermediary servers, making remote desktop access easier to manage across Windows, macOS, Linux, iOS, and Android.

Agentic AI Meets Its Missing Layer: Market Access

HackerNoon — Sat, 19 Sep 2026 13:45:08 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/agentic-ai-meets-its-missing-layer-market-access.
AI agents can reason about trades, but market access requires identity, authorization, controls, and settlement infrastructure built for software acting.
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AI agents can analyze markets and generate trading decisions, but financial infrastructure was built around humans as the final authorization layer. This article examines the emerging market access layer for agentic AI, where agents receive scoped permissions, operate through isolated accounts, and connect to financial venues through standardized protocols. The remaining challenges are identity, delegated authority, execution controls, and liability when agents act within their permitted scope but produce unwanted outcomes.

Top Online Reputation Repair Firms in 2026

HackerNoon — Fri, 18 Sep 2026 21:22:34 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/top-online-reputation-repair-firms-in-2026.
Compare the top online reputation repair firms in 2026 for content removal, search suppression, crisis management, privacy, and AI reputation repair.
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Online reputation repair goes beyond maintaining a positive image. It involves removing harmful content when possible, suppressing results that cannot be deleted, managing active reputation crises, and addressing personal data and AI-generated answers. This guide compares six reputation repair firms across removal, suppression, crisis response, data removal, and enterprise capabilities, while explaining costs, timelines, warning signs, and how to choose the right approach.

TrustSink: How a Rogue External MFA Provider Steals Passwords

HackerNoon — Fri, 18 Sep 2026 21:10:36 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/trustsink-how-a-rogue-external-mfa-provider-steals-passwords-p6ok8nd.
Learn how TrustSink abuses rogue Entra external authentication providers to capture passwords and why removing the provider matters after a reset.
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This story was written by: @varonis. Learn more about this writer by checking @varonis's about page, and for more stories, please visit hackernoon.com.

TrustSink is a credential-phishing technique that abuses a rogue External Authentication Method in Microsoft Entra to capture plaintext passwords inside a legitimate sign-in flow. The provider can display a convincing password prompt while returning a valid signed token to complete authentication. Because the rogue provider remains registered after a password reset, defenders must monitor authentication policy changes, app registrations, service principals, sign-in logs, and other indicators of unauthorized identity infrastructure.

Zoomex Relaunches Zero-Fee TradFi Campaign for Traders

HackerNoon — Fri, 18 Sep 2026 19:57:35 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/zoomex-relaunches-zero-fee-tradfi-campaign-for-traders.
Running from September 11, 2026, 10:00 AM UTC through October 11, 2026, 10:00 AM UTC, the event rebates 100% of actual trading fees paid on eligible TradFi prod
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Zoomex, a global cryptocurrency derivatives exchange, has relaunched its Zero-Fee TradFi campaign, giving traders a chance to access global markets at no cost. The campaign rebates 100% of actual trading fees paid on eligible TradFi products, capped at 100 USDT per account.

Zoomex Prediction Markets Expand Long-Term Trading Across Major Crypto Industry Questions

HackerNoon — Fri, 18 Sep 2026 19:50:09 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/zoomex-prediction-markets-expand-long-term-trading-across-major-crypto-industry-questions.
That category is a direct expression of Zoomex's core philosophy, giving users a platform that is Easy to Use, Transparent by Design, and built on Fair Access &
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Zoomex Prediction Markets offer a range of time horizons, from 5-minute contracts to long-term event markets, allowing traders to express views on various crypto industry themes. The platform's Long-Term category features 49 live markets, with transparent pricing and clear resolution criteria.

CT3 to Participate as Speaker at CoinFerenceX Singapore 2026

HackerNoon — Fri, 18 Sep 2026 14:02:17 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/ct3-to-participate-as-speaker-at-coinferencex-singapore-2026.
Participation in the conference will be an important step for CT3 in increasing the project’s visibility and attracting greater attention from
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CT3 will participate in CoinFerenceX Singapore 2026, a decentralized Web3 summit, to increase visibility and attract attention from the professional Web3 community. Leandro Gomes, CTO and Head of Partnerships & Governance, will represent CT3 on stage and discuss topics related to Web3 adoption and decentralized data storage.

Teams Are Moving from Closed-Source APIs to Open-Source Models in 2026

HackerNoon — Fri, 18 Sep 2026 00:34:54 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/teams-are-moving-from-closed-source-apis-to-open-source-models-in-2026.
Teams aren't ditching closed APIs because open models got smarter. They're doing it for cost control, data privacy, and no vendor lock-in.
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TL;DR: Teams aren’t switching to open-source models because they’ve surpassed proprietary ones in raw capability. They are actually doing it because these models are now good enough for the high-volume, everyday work agents do, such as retrieval, extraction, classification, and routine generation. Self-hosting those parts has other significant advantages, as well, such as cost control, data privacy, and independence from one vendor.

Maximize your Colosseum Build with SODAX as Your Cheat Code

HackerNoon — Thu, 17 Sep 2026 20:19:28 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/maximize-your-colosseum-build-with-sodax-as-your-cheat-code.
Colosseum's Crypto World's Fair just opened six hackathon tracks beyond Solana. Here's a working developer's cheat code for reaching all of them with SODAX.
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Colosseum's Crypto World's Fair just opened six hackathon tracks beyond Solana. Here's a working developer's cheat code for reaching all of them from Solana with the SODAX SDK, no new programs, real code included.

Advanced AI Society Joins the Linux Foundation, Launches Open Verification Ecosystem

HackerNoon — Thu, 17 Sep 2026 13:21:53 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/advanced-ai-society-joins-the-linux-foundation-launches-open-verification-ecosystem.
To answer growing statutory mandates and security requirements across enterprise and public
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The Advanced AI Society has released the Proof-of-Control v1.0 draft for public comment, aiming to establish an open verification ecosystem for AI security. This move addresses growing statutory mandates and security requirements across enterprise and public systems, ensuring machine trust rests on transparent mechanisms anyone can openly verify.

Educational Byte: What Should You Look For in a Self-Custody Crypto Wallet?

HackerNoon — Thu, 17 Sep 2026 13:06:22 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/educational-byte-what-should-you-look-for-in-a-self-custody-crypto-wallet.
Choosing a self-custody crypto wallet goes beyond looks. Discover the features that can help protect your funds and make everyday use much easier.
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Using a self-custody crypto wallet gives you full ownership and control of your assets, as you hold the private keys or seed phrase. When choosing a wallet, prioritize security and transparency, opting for open-source wallets and user-friendly tools to inspect the code and ensure regular updates.

Zama Opens Confidential Access to DeFi's Existing Yield Venues

HackerNoon — Thu, 17 Sep 2026 12:38:31 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/zama-opens-confidential-access-to-defis-existing-yield-venues.
The launch adds 16 confidential vaults across 5 asset classes (USDC, USDT, WBTC, AUSD, and TGBP), and opens the public launch of the Zama
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Zama, a confidentiality protocol for onchain finance, has expanded confidential access to onchain yield in partnership with Morpho and five leading DeFi curators. This launch adds 16 confidential vaults across 5 asset classes and opens the public launch of the Zama Swap Protocol.

Zoomex Highlights Key ETF Market Trends Ahead of This Week’s Federal Reserve Decision

HackerNoon — Thu, 17 Sep 2026 12:25:59 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/zoomex-highlights-key-etf-market-trends-ahead-of-this-weeks-federal-reserve-decision.
Zoomex brings the week's biggest ETF stories onto a single, rule-based derivatives venue, giving traders easy-to-use exposure to SPY, QQQ, IWM, XLF, XLK, and TQ
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Global markets are entering a high volatility stretch ahead of the Federal Reserve rate decision, with traditional finance benchmarks like the S&P 500 and Nasdaq 100 showing significant movement. Zoomex, a global cryptocurrency trading platform, is offering users a transparent way to position around the macro narrative through its TradFi Stock Perpetuals lineup.

PROSPER Launches Performance Markets on Pharos With Fee-Funded Buybacks for Vault Tokens

HackerNoon — Thu, 17 Sep 2026 07:14:06 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/prosper-launches-performance-markets-on-pharos-with-fee-funded-buybacks-for-vault-tokens.
PROSPER goes live on Pharos with Performance Markets: vault shares for strategy exposure & pVault tokens priced independently, with fee-funded buyback and burn.
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PROSPER, built on Pharos Network, went live today with Performance Markets, a structure that splits an onchain strategy into two instruments: Vault Shares, which give direct exposure to the strategy's net asset value, plus p{VAULT}, a fixed-supply crypto-native token that trades on its own price and carries no claim on the vault at all. The company calls the framework MemeRWA. The vault's verifiable performance is the reference signal; the p{VAULT} price is set entirely by participants, first on a public bonding curve, then on external liquidity after graduation. Every p{VAULT} launches with 1 billion tokens, no presale, no team allocation and no insider allocation. Vault holdings, NAV, fee accrual, bonding-curve reserves and buyback transactions are all visible onchain. Once a strategy clears its high-water mark, a predefined share of eligible performance fees buys p{VAULT} on third-party exchanges and burns it. The buyback is contract logic, not a price-support programme; PROSPER says so in writing. The context: protocol token buybacks hit a record $638 million in the first eight months of 2026, curated onchain vaults hold billions under named managers and Pharos has spent $52 million of venture money building a chain for exactly this kind of market.

Deploying a Node App From a Repo on Cloudways Velocity

HackerNoon — Thu, 17 Sep 2026 06:59:00 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/deploying-a-node-app-from-a-repo-on-cloudways-velocity.
Learn how to deploy a Node app on Cloudways Velocity
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Deploying a Node app from a repository offers a third option between manual VPS setup and serverless platforms, providing a reliable and predictable experience for small apps. Cloudways Velocity allows connecting a GitHub repository directly to handle the build, process, and deploy on every push, making it a suitable choice for internal tools, MVPs, and small backends.

Best of Signs Guarantees 48-Hour Custom Signage Delivery, Unveils New Brand Identity

HackerNoon — Thu, 17 Sep 2026 06:36:48 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/best-of-signs-guarantees-48-hour-custom-signage-delivery-unveils-new-brand-identity.
Best of Signs introduces a 48-hour custom signage delivery guarantee across the U.S., backed by in-house production, quality control, and a new brand identity.
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Best of Signs is repositioning its custom signage business around a 48-hour delivery guarantee anywhere in the U.S. The Atlanta-based company handles design, production, and fulfillment in-house, using multi-stage quality control to support fast turnaround. The Group Bayport brand also unveiled a new logo, website, and green-dominant visual identity inspired by the North Star, while highlighting its base of more than 300,000 U.S. customers.

TrustSink: How a Rogue External MFA Provider Steals Passwords

HackerNoon — Thu, 17 Sep 2026 05:58:27 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/trustsink-how-a-rogue-external-mfa-provider-steals-passwords.
Learn how TrustSink abuses rogue Entra external authentication providers to capture passwords and why removing the provider matters after a reset.
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This story was written by: @varonis. Learn more about this writer by checking @varonis's about page, and for more stories, please visit hackernoon.com.

TrustSink is a credential-phishing technique that abuses a rogue External Authentication Method in Microsoft Entra to capture plaintext passwords inside a legitimate sign-in flow. The provider can display a convincing password prompt while returning a valid signed token to complete authentication. Because the rogue provider remains registered after a password reset, defenders must monitor authentication policy changes, app registrations, service principals, sign-in logs, and other indicators of unauthorized identity infrastructure.

How Baden Bower Turned Publicity Into a Product Startups Can Actually Buy

HackerNoon — Thu, 17 Sep 2026 03:00:25 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/how-baden-bower-turned-publicity-into-a-product-startups-can-actually-buy.
Discover how productised PR is changing startup publicity, replacing open-ended retainers with defined media placements as AI search makes coverage more valuabl
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Startup PR is shifting from selling monthly effort to selling defined media outcomes. Productised PR models such as Baden Bower offer named publications, timelines, and refund terms instead of traditional retainers. The shift matters beyond publicity: as buyers increasingly use AI for research and AI systems rely heavily on earned media, credible coverage can influence both search visibility and machine-generated recommendations.

Axoflow Launches AxoDetect, Bringing Detection Into The Pipeline and Making The SIEM Optional

HackerNoon — Wed, 16 Sep 2026 13:09:57 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/axoflow-launches-axodetect-bringing-detection-into-the-pipeline-and-making-the-siem-optional.
Now in early access, AxoDetect runs Sigma rules in stream - alerts travel to the SIEM, and full-fidelity logs land in AxoLake, a low-cost security data lake
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BASIS.pro Expands On-Chain Infrastructure with XDC Network Partnership and Zypher DAO as Auto Earn G

HackerNoon — Wed, 16 Sep 2026 12:36:42 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/basispro-expands-on-chain-infrastructure-with-xdc-network-partnership-and-zypher-dao-as-auto-earn-g.
New developments extend BASIS across real-world asset and AI-native infrastructure while introducing automated reward restaking for BTC, ETH, SOL, and PAXG part
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BASIS, an institutional-grade crypto yield and staking platform, is expanding its institutional footprint with new partnerships and features, including an ecosystem partnership with XDC Network and an automated reward restaking feature. The platform is exploring opportunities at the intersection of crypto yield and real-world assets with XDC Network and Zypher DAO, and has launched Auto Earn, an automated process that restakes eligible unclaimed

STS Digital Launches Smart Bitcoin, Expanding Its Structured Products Offering

HackerNoon — Wed, 16 Sep 2026 04:00:33 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/sts-digital-launches-smart-bitcoin-expanding-its-structured-products-offering.
STS Digital launches Smart Bitcoin, a volatility-target strategy designed to give institutional investors systematic Bitcoin exposure with calibrated risk.
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STS Digital has launched its Quantitative Investment Strategies offering for professional and institutional digital asset clients, beginning with Smart Bitcoin, a volatility-target strategy. Instead of maintaining fixed BTC exposure, the rules-based strategy adjusts exposure as market volatility changes. The offering uses OTC derivatives and STS Digital’s regulated structured products infrastructure, with additional systematic strategies planned across options, currency debasement hedging, and digital assets.

The New Economics of Trust in Online Trading, Explained by Opo

HackerNoon — Wed, 16 Sep 2026 02:47:34 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/the-new-economics-of-trust-in-online-trading-explained-by-opo-jyivl2o.
Explore how regulation, technology, transparency, and analytics are changing the way online trading platforms build and demonstrate trust with users.
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As online trading becomes easier to access, trust is becoming a bigger differentiator for fintech platforms. Opo argues that regulation must work alongside reliable technology, transparency, market information, and analytics that help traders understand their behavior. Its approach reflects a broader shift toward treating trust as something built into the digital trading experience, not simply marketed.

What Happens After You Click Subscribe to an Algorithm?

HackerNoon — Wed, 16 Sep 2026 02:39:52 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/what-happens-after-you-click-subscribe-to-an-algorithm.
See how SquaredQ turns an automated trading subscription into a live cloud deployment, connecting strategies, private infrastructure, and a brokerage account.
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Subscribing to an automated trading strategy is only the beginning. SquaredQ provisions a private cloud server, installs selected strategies, connects them to a supported brokerage account, and provides portfolio and risk controls in one environment. The setup keeps running after the browser closes while capital remains in the investor’s brokerage account.

Time-Series Cardinality: Why One More Indexed Column Costs More Than a Million More Rows

HackerNoon — Wed, 16 Sep 2026 02:19:29 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/time-series-cardinality-why-one-more-indexed-column-costs-more-than-a-million-more-rows.
Learn how high-cardinality time-series data affects PostgreSQL index size, query planning, and ingest performance, and how schema normalization can help.
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This story was written by: @tigerdata. Learn more about this writer by checking @tigerdata's about page, and for more stories, please visit hackernoon.com.

High cardinality does not automatically mean PostgreSQL has reached its scaling limit. This benchmark shows how adding one indexed dimension can increase index size, reduce ingest throughput, and worsen planner estimates far more than adding a million rows. The article explains why wide time-series schemas amplify these costs and how moving stable descriptors into a metadata table can reduce index width, improve query performance, and keep the workload in Postgres.

15 Minutes Saved Per Alert: How a Lean German Manufacturer Protects 10,000 Endpoints with ANY.RUN

HackerNoon — Wed, 16 Sep 2026 02:02:31 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/15-minutes-saved-per-alert-how-a-lean-german-manufacturer-protects-10000-endpoints-with-anyrun.
See how a five-person SOC uses ANY.RUN to investigate threats across 10,000 devices, save 15 minutes per alert, and scale malware triage.
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A five-person security team at a German manufacturer was responsible for protecting 10,000 devices and users while handling 20 to 40 security tasks a day. Its manual forensic laptop created delays, limited remote access, and forced analysts to selectively investigate alerts. By replacing that workflow with ANY.RUN’s Interactive Sandbox, the team saves a median 15 minutes per investigation, expands alert coverage, and uses interactive analysis and reporting to investigate complex threats at scale.

David-King Adeduntan: The Data Scientist Reshaping How Enterprises Harness Artificial Intelligence

HackerNoon — Wed, 16 Sep 2026 01:50:09 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/david-king-adeduntan-the-data-scientist-reshaping-how-enterprises-harness-artificial-intelligence.
Discover how data scientist David-King Adeduntan combines AI, machine learning, data pipelines, and scalable architecture into actionable intelligence.
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This story was written by: @sanya_kapoor. Learn more about this writer by checking @sanya_kapoor's about page, and for more stories, please visit hackernoon.com.

David-King Adeduntan is building his career at the intersection of data science, AI engineering, and production infrastructure. His work spans ETL pipelines, predictive modeling, anomaly detection, business intelligence, and intelligent automation, with a focus on turning fragmented enterprise data into actionable insights. Beyond technical projects, he mentors emerging data professionals, judges coding and hackathon events, and advocates for accessible, practical approaches to AI and data engineering.

The Rise of the Non-Human Administrator: Why AI Agents Have Become a ‘PAM’ Problem

HackerNoon — Tue, 15 Sep 2026 19:40:34 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/the-rise-of-the-non-human-administrator-why-ai-agents-have-become-a-pam-problem.
Discover why autonomous AI agents are becoming the ultimate non-human administrator and why securing AI access is critical for Privileged Access Management PAM.
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This story was written by: @securden. Learn more about this writer by checking @securden's about page, and for more stories, please visit hackernoon.com.

Discover why autonomous AI agents are becoming the ultimate non-human administrator and why securing AI access is critical for Privileged Access Management PAM.

Bubblemaps Rebuilds Its Platform to Screen Out Rug Pulls Before Traders Ever See the Token

HackerNoon — Tue, 15 Sep 2026 17:06:41 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/bubblemaps-rebuilds-its-platform-to-screen-out-rug-pulls-before-traders-ever-see-the-token.
Bubblemaps rebuilds its platform with a feed that filters out insider bundles and wallet clusters, a rug pull risk score and a built-in swap for token research.
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This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Bubblemaps, the Paris onchain intelligence firm that traced the LIBRA and MELANIA launches back to the same wallets, is shipping its biggest platform revamp since V2 today. The centrepiece is a new token feed that does not show everything. It runs every new token through Bubblemaps' bundle and cluster detection first and drops the ones that show insider bundles or hidden supply clusters before a user sees them. Each token in the feed carries a Bubblemaps score, a single read on insider concentration, plus a built-in swap so a trader can research and buy without leaving the page. The bar it is trying to raise is high. Chainalysis puts rug pull losses at $2.8 billion in 2025, inside a record $17 billion of crypto scams, while fewer than one Pump.fun launch in a hundred ever makes it to a real exchange. The shift is from forensics to prevention. Bubblemaps built its name explaining collapses after they happened; the new feed moves the same detection to the moment before the trade.

Astar Fi Opens Public Beta to Turn Wallet Trackers Into Something You Can Act On

HackerNoon — Tue, 15 Sep 2026 05:58:20 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/astar-fi-opens-public-beta-to-turn-wallet-trackers-into-something-you-can-act-on.
Astar Fi, incubated by Astar Foundation, opens its public beta with net-worth tracking plus 848 rated DeFi vaults and tokenized assets.
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Astar Fi, incubated by the Astar Foundation, opened its public beta today after four weeks invite-only. It is a self-custodial personal finance manager: it shows a holder's full onchain net worth, then gives them a curated, risk-rated menu of things to do with it, while the assets never leave their own wallet. Three functions. Save is the net-worth dashboard. Earn is a picked set of DeFi vaults on Morpho, Aave and Midas, each with a risk tier, an Astar Fi rating, fees, a named oracle, written risks and the contract address. Invest covers crypto on Ethereum and Base plus tokenized stocks, ETFs, gold and silver from issuers including BlackRock, Apollo, Fidelity, Ondo, Paxos and Matrixdock. The menu at launch: 225 crypto assets, 436 tokenized stock and ETF records, 140 Morpho vaults, 31 Aave markets and 16 Midas products. Astar Fi issues none of them and can lower a rating or pause deposits if conditions change. Why now: tokenized real-world assets have gone from $5.4 billion to $33.5 billion on-chain in eighteen months, Morpho has tripled in a year and Japan, the beta's first target market, has written a 20 percent crypto tax into law to replace a top rate of 55 percent. No subscription or trading fee during the beta. Access starts with social login, then a wallet connection. Global availability, Japan first.

How to audit what your AI agents are accessing

HackerNoon — Tue, 15 Sep 2026 01:35:21 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-audit-what-your-ai-agents-are-accessing.
Learn how to audit AI agents with identity-based logging, LLM request tracking, data controls, tool authorization, and pre-request security policies.
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This story was written by: @tailscale-ad. Learn more about this writer by checking @tailscale-ad's about page, and for more stories, please visit hackernoon.com.

AI agents can make dozens of LLM and tool calls during a single task, creating a visibility problem for enterprises. This article explains how Aperture uses identity-based routing, session tracking, request and response logging, access controls, tool authorization, PII filtering, and spending quotas to make agent activity auditable. The goal is to give security teams a clear record of who accessed what, where data went, what was blocked, and who accessed the resulting logs.

Why Remote Teams Still Struggle to Build Trust, Even When the Meetings Go Fine

HackerNoon — Tue, 15 Sep 2026 01:11:50 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/why-remote-teams-still-struggle-to-build-trust-even-when-the-meetings-go-fine.
Remote teams can communicate efficiently and still struggle with trust. Learn why informal interaction and social connection infrastructure matter.
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This story was written by: @jonstojanjournalist. Learn more about this writer by checking @jonstojanjournalist's about page, and for more stories, please visit hackernoon.com.

Remote teams have become good at scheduled communication, but many still struggle to build the informal connections that create trust across organizational boundaries. Drawing on Edward Garcia’s Social Connection Architecture framework and Microsoft research on remote collaboration, this article explores why meetings and Slack cannot fully replace spontaneous interaction, mentoring, and cross-team relationships. The answer is not simply returning to the office, but deliberately rebuilding the connection infrastructure remote work removed.

Terragrunt Parallel Apply in GitHub Actions: 2.7× Faster

HackerNoon — Mon, 14 Sep 2026 19:35:01 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/terragrunt-parallel-apply-in-github-actions-27-faster.
How inDrive used dependency graphs and GitHub Actions for Terragrunt parallel apply, achieving 2.7× aggregate speedup over an estimated serial baseline.
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At inDrive, we replaced order.txt with a validated dependency graph and parallel Terragrunt jobs in GitHub Actions. Across 355 rollouts, parallel apply took 64 hours versus an estimated 171 hours for serial execution—a 2.7× aggregate speedup. Small PRs often ran slower, so serial apply remains the default.

ReleasePad Launches MCP Server So AI Agents Can Draft, Publish and Measure Product Changelogs

HackerNoon — Mon, 14 Sep 2026 14:05:49 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/releasepad-launches-mcp-server-so-ai-agents-can-draft-publish-and-measure-product-changelogs.
Each published entry reaches users in three places at once: inside the product through ReleasePad's 4.3kb in-app widget, on a public changelog page hosted on th
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ReleasePad launched a Model Context Protocol (MCP) server that enables AI coding agents to draft, publish, and analyze product changelogs directly from conversations. The MCP server integrates with ReleasePad's changelog software, allowing teams to automate release notes and reach customers through multiple channels.

5 Crypto Mysteries Nobody Has Solved: What's Your Theory?

HackerNoon — Mon, 14 Sep 2026 13:18:16 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/5-crypto-mysteries-nobody-has-solved-whats-your-theory.
From secret ledger messages to vanished fortunes, discover five crypto mysteries that still spark debate and wild theories.
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The crypto world is a trillion-dollar industry with many unsolved cases, including the identity of Satoshi Nakamoto and hackers who attacked exchanges and protocols. Some of these puzzles remain unexplained to date, such as the motivations behind Satoshi's embedded message in the genesis block of Bitcoin.

SecurityMetrics Contributes to GEAR, Shares AI Solutions at the PCI SSC NA 2026 Community Meeting

HackerNoon — Mon, 14 Sep 2026 09:00:33 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/securitymetrics-contributes-to-gear-shares-ai-solutions-at-the-pci-ssc-na-2026-community-meeting.
SecurityMetrics contributes to GEAR and shares AI solutions at PCI SSC NA Community Meeting.
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SecurityMetrics is contributing to GEAR and announcing AI solutions at this year's PCI SSC NA Community Meeting.

Top 5 AI Code Review Tools 2026

HackerNoon — Mon, 14 Sep 2026 08:42:04 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/top-5-ai-code-review-tools-2026.
If AI wrote your code, who's checking its work? Meet 5 tools built to catch what AI reviewers miss, from diffs to intent verification.
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This story was written by: @deployist. Learn more about this writer by checking @deployist's about page, and for more stories, please visit hackernoon.com.

TL;DR: AI shouldn't review its own code, but the right tooling can help. Here are 5 tools built for the AI era: Aviator Verify checks code against approved intent rather than just reading the diff, CodeRabbit offers low-noise diff review with built-in linters, Greptile analyzes whole-repo context for cross-file bugs, Graphite/Diamond understands stacked PRs, and Qodo ties reviews to test coverage gaps. Pick based on your team's biggest pain point, but always keep a human as the final decision-maker.

NBKR Signs CertiK to Secure Kyrgyzstan's Digital Som Ahead of a December Pilot Deadline

HackerNoon — Mon, 14 Sep 2026 08:26:01 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/nbkr-signs-certik-to-secure-kyrgyzstans-digital-som-ahead-of-a-december-pilot-deadline.
Kyrgyzstan's central bank signs CertiK to secure the digital som CBDC and supervise digital assets, nine days after the president set a December pilot deadline.
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The National Bank of the Kyrgyz Republic and CertiK have signed a memorandum of understanding covering security for the digital som, Kyrgyzstan's central bank digital currency, plus oversight of the country's wider digital asset sector. The scope runs from code to courtroom: blockchain and digital asset security, security assessments, formal verification, cybersecurity, operational resilience, AML/CFT, custody, security standards, licensing requirements and the possible deployment of CertiK's Supervision and Compliance tooling for ongoing risk monitoring. The timing is not accidental. On 5 September President Sadyr Japarov ordered the central bank to have a basic digital som platform built and piloted by 31 December 2026, with real-world testing in 2027 and a phased national rollout after that. 134 countries are studying a CBDC and three have one live for the public. The digital som has been legal tender since April 2025, which puts Kyrgyzstan closer to the finish line than most of the 134. CertiK says it has protected more than $600 billion of digital assets across 150-plus countries since 2017; its own Hack3d data shows $3.35 billion lost to hacks and scams in 2025 and $1.32 billion in the first half of 2026, with stolen keys and wallets the single most expensive category.

BRKZ Raises $31 Million From Aramco's Wa'ed and 500 Global to Scale AI Procurement

HackerNoon — Mon, 14 Sep 2026 07:58:30 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/brkz-raises-$31-million-from-aramcos-waed-and-500-global-to-scale-ai-procurement.
BRKZ secures $13M Series B led by Wa'ed Ventures and 500 Global plus $18M Stride debt, as the Saudi AI procurement platform triples revenue again in 2026.
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BRKZ, the Riyadh-based building materials procurement platform, has secured $31 million in new capital: a $13 million Series B co-led by Aramco's Wa'ed Ventures and 500 Global, with BECO Capital and Anb Seed Fund participating, plus an $18 million growth-debt commitment from Stride Ventures drawn under the $30 million facility agreed in October 2025. Revenue grew 2.5x in 2025 on top of 4x in 2024 and is on track to triple again in 2026, a run recorded through a year of regional supply-chain disruption. The platform now serves more than 1,500 contracting companies and 150 factories through roughly 2,100 suppliers, has sold more than $133 million (SAR 500 million) of materials and has priced more than $1.37 billion (SAR 5.13 billion) of RFQs since inception. An AI pricing engine trained on about 40,000 RFQs now lands 84 to 89 percent of its predictions within 5 percent of the final transacted price, while an agent called Nusa closes roughly three-quarters of bulk-cement delivery notes without human intervention. Total capital raised since inception now exceeds $70 million across equity and debt, with the Series B still open to additional strategic investors.

Best AI Code Review Tools for GitLab (2026)

HackerNoon — Mon, 14 Sep 2026 05:14:25 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/best-ai-code-review-tools-for-gitlab-2026.
Compare the best AI code review tools for GitLab in 2026, including GitLab Duo, Qodo, CodeRabbit, Greptile, and SonarQube for enterprise teams.
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GitLab teams have more AI code review options than Bitbucket users, but the key question is whether GitLab Duo provides enough coverage. This guide compares GitLab Duo, Qodo, CodeRabbit, Greptile, and SonarQube across merge request integration, GitLab CI, cross-repository context, rules enforcement, Self-Managed support, and regulated deployments. For enterprise teams, deployment model and review depth matter as much as AI capabilities.

Protection Funds, Insurance and FDIC/SIPC: What Actually Covers What

HackerNoon — Fri, 11 Sep 2026 15:51:15 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/protection-funds-insurance-and-fdicsipc-what-actually-covers-what.
Crypto held on an exchange is not FDIC or SIPC insured. Here is what protection funds such as Bitget's and Binance SAFU cover and how to verify them.
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Crypto held directly on an exchange is not covered by FDIC deposit insurance or SIPC brokerage protection, because those programs are built for bank failures and broker-dealer failures rather than for the insolvency of a crypto platform, and pass-through FDIC coverage on partner-bank cash never extends to the Bitcoin or Ether sitting beside it. What exchanges offer instead is a protection fund, a corporate reserve set aside to absorb defined security incidents, which can be a meaningful backstop but is not a statutory entitlement. Binance's SAFU was funded from trading fees and was actually drawn on after the 2019 breach. Bitget's Protection Fund launched in 2022 at $300 million with a committed floor at that level, published recurring valuations averaging $346 million in June 2026 alongside a separate monthly proof-of-reserves program. Coinbase takes a third route as a listed company filing Deloitte-audited financials with the SEC. The size of a fund matters less than what it covers, who controls it, how often its value is disclosed, whether it is segregated from operating capital and whether it has ever been used, so the right question is not whether an exchange is insured but which assets are protected against which event under which legal framework.

Credible Captain Launches Independent Consumer Review Platform Focused on Transparency, AI and Trust

HackerNoon — Fri, 11 Sep 2026 14:09:25 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/credible-captain-launches-independent-consumer-review-platform-focused-on-transparency-ai-and-trust.
Created with transparency, fairness, and innovation at its core, Credible Captain was founded by a group of successful business owners who have chosen to remain
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Credible Captain, a new independent consumer review platform, has launched to provide authentic experiences and genuine customer feedback, free from commercial influence. The platform uses artificial intelligence and human oversight to maintain transparency, accountability, and trust in online business reviews.

4 Ways to Win a Hackathon (None of Them Is Writing Code)

HackerNoon — Fri, 11 Sep 2026 08:33:21 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/4-ways-to-win-a-hackathon-none-of-them-is-writing-code.
Learn how to win a hackathon with four practical lessons on product vision, AI coding tools, tech choices and pitching, from a hackathon winner.
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This story was written by: @speechmatics. Learn more about this writer by checking @speechmatics's about page, and for more stories, please visit hackernoon.com.

Want to win a hackathon? Start with a clear product vision, use AI to move faster, take risks with your tech stack and, crucially, know how to sell what you’ve built.

Tokenized Stocks vs Real Stocks vs Stock Futures: Wall Street Without Walls and Know What You Own

HackerNoon — Fri, 11 Sep 2026 04:31:25 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/tokenized-stocks-vs-real-stocks-vs-stock-futures-wall-street-without-walls-and-know-what-you-own.
Compare real stocks, tokenized stocks and stock futures by ownership, rights, pricing, trading hours and exit paths.
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Tokenized stocks, real shares, and stock futures can all track the same company, but they create very different claims for the buyer. This guide explains the differences in ownership, counterparties, price formation, corporate actions, trading hours, leverage, and exit paths, using MEXC's stock ecosystem to show why a shared ticker does not mean the same investment or risk.

How to Pay for Subscriptions With Crypto? Using the MEXC Global Card for Streaming, AI Tools & SaaS

HackerNoon — Fri, 11 Sep 2026 04:21:15 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-pay-for-subscriptions-with-crypto-using-the-mexc-global-card-for-streaming-ai-tools-and-saas.
Pay for streaming, AI tools and SaaS subscriptions with USDT using the MEXC Global Card, without withdrawing to a bank first.
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The MEXC Global Card lets users spend topped-up USDT at online merchants that accept Visa, offering a simpler way to pay for streaming, AI, SaaS, and other subscriptions. This guide explains how to set up the virtual card, top it up, handle recurring payments, understand USD and non-USD fees, earn up to 10% cashback, and troubleshoot failed transactions.

Why Speech Recognition Misses Human Context: Dr. Sunday David Ubur’s Affective Architecture

HackerNoon — Thu, 10 Sep 2026 20:52:55 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/why-speech-recognition-misses-human-context-dr-sunday-david-uburs-affective-architecture.
Dr. Sunday Ubur's research explores emotion-aware AI captions that preserve tone, urgency, and context for deaf and hard-of-hearing users.
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Dr. Sunday Ubur's research explores emotion-aware AI captions that preserve tone, urgency, and context for deaf and hard-of-hearing users.

React Activity: When A Render No Longer Guarantees an Effect

HackerNoon — Thu, 10 Sep 2026 20:51:20 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/react-activity-when-a-render-no-longer-guarantees-an-effect.
Discover how React 19.2 Activity changes component lifecycles, Effects, state, and cleanup—and how to avoid hidden bugs in production.
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React 19.2’s lets you hide UI while preserving its state and DOM—but it also changes the lifecycle assumptions your code can safely make. Rendering doesn’t guarantee an Effect. Hidden Activity subtrees can render without their Effects mounting. Never create side effects during render. Subscriptions and other resources should be created and cleaned up within the same Effect, or use useSyncExternalStore for external stores. StrictMode is your early warning system. Its extra render and Effect cycles can expose impure rendering and asymmetric cleanup before they become production bugs. Think carefully about resource ownership. If a WebSocket, timer, or listener should survive hidden UI, manage it above the Activity boundary. The DOM stays mounted. Effects can be cleaned up while DOM nodes remain, so media and imperative widgets may need explicit cleanup. State preservation isn't always desirable. Activity works well for tabs and editors, but forms may unexpectedly retain old values and validation state. Hidden doesn't mean frozen. Activity subtrees can still render in the background and consume memory and resources. Activity can enable pre-rendering, but not every loading strategy preloads data. Effects won't run while hidden; Suspense-compatible loading can start during render. The key takeaway: Before using , don't just ask whether it preserves state—ask what code in the subtree relies on the old render → Effect → cleanup lifecycle sequence.

Ultra 4K Is Now Live on Meshy: What 4K Geometry Changes for AI-Generated 3D Models

HackerNoon — Thu, 10 Sep 2026 20:15:56 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/ultra-4k-is-now-live-on-meshy-what-4k-geometry-changes-for-ai-generated-3d-models.
Meshy Ultra 4K brings 4K geometry resolution to AI 3D, preserving scales, folds, engravings, and other fine details directly in the model.
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Meshy Ultra 4K brings 4K geometry resolution to AI 3D, preserving scales, folds, engravings, and other fine details directly in the model.

Zoomex Launches ZWTC 2026 Multi-Asset Trading Championship With a Prize Pool of Up to 5 Million

HackerNoon — Thu, 10 Sep 2026 15:16:18 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/zoomex-launches-zwtc-2026-multi-asset-trading-championship-with-a-prize-pool-of-up-to-5-million.
Returning for its third year, Zoomex’s flagship global trading competition expands across crypto perpetuals, stock contracts, AI-powered trading, team competiti
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How to Choose a Crypto Trading Bot: Costs, Control, and Transparency

HackerNoon — Thu, 10 Sep 2026 13:40:52 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/how-to-choose-a-crypto-trading-bot-costs-control-and-transparency.
Choosing a crypto trading bot involves considering factors such as control, costs, and transparency, and evaluating different service models, including tools li
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Choosing a crypto trading bot involves considering factors such as control, costs, and transparency, and evaluating different service models, including tools like 3Commas, Bitsgap, Freqtrade, and MillionPool.

Why Do Crypto Transactions Sometimes Cost More Than the Amount Sent?

HackerNoon — Thu, 10 Sep 2026 13:18:30 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/why-do-crypto-transactions-sometimes-cost-more-than-the-amount-sent.
A tiny crypto payment can sometimes come with a giant fee. Why does that happen, and can it be avoided? Find out here.
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A tiny crypto payment can sometimes come with a giant fee. Why does that happen, and can it be avoided? Find out here.

BTCC Exchange Launches $1M "Trade to Win" Competition Ahead of TOKEN2049, With Tesla Cybertruck

HackerNoon — Thu, 10 Sep 2026 12:53:13 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/btcc-exchange-launches-$1m-trade-to-win-competition-ahead-of-token2049-with-tesla-cybertruck.
Featuring a $1,000,000 prize pool and a Tesla Cybertruck as the top prize, the campaign is one of the
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New CMC AI Endpoints Make CoinMarketCap's Industry-Leading API Even More Powerful

HackerNoon — Thu, 10 Sep 2026 12:44:07 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/new-cmc-ai-endpoints-make-coinmarketcaps-industry-leading-api-even-more-powerful.
The endpoints return the same questions, answers and underlying sources in JSON, so they can be built
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Zamanat Targets GCC’s $250 Billion SME Financing Gap With Up to $100 Million Tokenized Credit

HackerNoon — Thu, 10 Sep 2026 12:11:03 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/zamanat-targets-gccs-$250-billion-sme-financing-gap-with-up-to-$100-million-tokenized-credit.
Zamanat Fund CEIC Limited is the company’s first live proof point for regulated fund tokenization on ZIGChain focused on GCC private credit.
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Your Dictation Feature Doesn't Need a WebSocket

HackerNoon — Thu, 10 Sep 2026 06:00:21 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/your-dictation-feature-doesnt-need-a-websocket.
Push-to-talk audio is already recorded, so it doesn't need a WebSocket. Transcribe short clips in one HTTP request, and see where the latency hides.
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Most "real-time" voice features aren't streaming problems. If the user held a button, spoke, and let go, the audio was finished before you sent the first packet — that's a request and a response, not a session. A sync speech-to-text endpoint takes a complete clip and returns a complete transcript in one HTTP call, with no job ID, no polling, and no end-of-turn logic to tune. The non-obvious part is latency. On a single-request API there's no session to amortize connection setup against, so every cold request pays DNS, TCP, and TLS before a byte of audio moves — which can cost more than the ~134 ms transcription itself for an intercontinental client. Calling /warm the instant the user presses the button runs that handshake concurrently with the recording and takes it off the critical path entirely. The tradeoff: the sync path is deliberately narrow. Audio caps at 120 seconds and 40 MB, WAV or raw PCM only, and there's no diarization or PII redaction. For anything longer or still arriving, use async or streaming.

Which GPU Do You Need for AI? A Practical VRAM Guide

HackerNoon — Thu, 10 Sep 2026 02:45:46 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/which-gpu-do-you-need-for-ai-a-practical-vram-guide.
Learn how to choose the right GPU for LLMs, RAG, image and video generation by comparing VRAM requirements, performance and cost.
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The right GPU depends on the complete workload—not just the model name. VRAM requirements change with model size, precision, context length, concurrency, resolution and workflow complexity. Estimate the required memory, compare suitable GPUs by speed and price, and test with realistic inputs before committing.

Remotely access Home Assistant via Tailscale for free

HackerNoon — Thu, 10 Sep 2026 01:36:47 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/remotely-access-home-assistant-via-tailscale-for-free.
Learn how to set up Tailscale with Home Assistant for secure remote access using Serve, HTTPS, exit nodes, and subnet routing without opening ports.
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This guide explains how to connect Home Assistant to Tailscale for secure remote access without port forwarding or complicated reverse proxies. It covers installing the Tailscale app, enabling MagicDNS and HTTPS, configuring Home Assistant's HTTP server settings, using Tailscale Serve, and turning Home Assistant into an exit node or subnet router. The guide reflects Home Assistant's 2026.8 setup changes.

How Spynn Is Getting Founders Into Forbes Without A Publicist

HackerNoon — Thu, 10 Sep 2026 00:47:42 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/how-spynn-is-getting-founders-into-forbes-without-a-publicist.
Spynn offers founders guaranteed placement in publications such as Forbes without traditional PR retainers, shifting the risk from clients to the agency.
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Traditional PR retainers can cost founders tens of thousands of dollars before any coverage appears, with no guarantee of a specific publication. Spynn takes a different approach by guaranteeing editorial placement in named publications such as Forbes and refunding clients if coverage does not run. The model shifts PR risk from founders to the agency while reflecting the growing value of earned media in AI-driven discovery and recommendations.

Four New Languages Arrive in SonarQube Cloud: MuleSoft DataWeave, Gosu, Groovy, and PowerShell

HackerNoon — Wed, 09 Sep 2026 19:54:02 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/four-new-languages-arrive-in-sonarqube-cloud-mulesoft-dataweave-gosu-groovy-and-powershell.
SonarQube Cloud now brings deterministic code verification to integration workflows, insurance systems, build pipelines, and infrastructure scripts.
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SonarQube Cloud now brings deterministic code verification to integration workflows, insurance systems, build pipelines, and infrastructure scripts.

SpyCloud 2026 Identity Threat Report Finds Non-Human Identities Are Now the Leading Path

HackerNoon — Wed, 09 Sep 2026 14:18:53 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/spycloud-2026-identity-threat-report-finds-non-human-identities-are-now-the-leading-path.
Ninety-five percent of organizations believe they have visibility into their AI and machine identity exposures, yet only 36% are actually monitoring them.
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MEXC Launches Opportunity Compass as 53.7% of Crypto Users Move Into Stocks, Knowledge Gaps Remain

HackerNoon — Wed, 09 Sep 2026 13:12:54 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/mexc-launches-opportunity-compass-as-537percent-of-crypto-users-move-into-stocks-knowledge-gaps-remain.
Five-season program brings together industry partners to help crypto-native users better understand global markets, asset classes and emerging financial opportu
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Zoomex Stock Brings Tesla’s 6% Surge and Nvidia’s Choppy Session Within Reach

HackerNoon — Wed, 09 Sep 2026 11:41:27 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/zoomex-stock-brings-teslas-6percent-surge-and-nvidias-choppy-session-within-reach.
Tesla shares have broken well clear of their recent trading pattern today. After spending the past
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Concordium Brings 26 Years of Volvo and Geely Finance Leadership Onto Its Board

HackerNoon — Wed, 09 Sep 2026 08:02:38 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/concordium-brings-26-years-of-volvo-and-geely-finance-leadership-onto-its-board.
Concordium adds Geely Sweden Holdings CEO Per Ansgar to its board, extending a five-year Geely partnership as its Agent Registry passes 1,600 verified AI agents
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Bybit Launches Bybit AI, Turning One Chat Window Into the Front Door for 80 Million Users

HackerNoon — Wed, 09 Sep 2026 07:47:57 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/bybit-launches-bybit-ai-turning-one-chat-window-into-the-front-door-for-80-million-users.
Bybit launches Bybit AI, a conversational assistant that executes trades, manages accounts and handles support for 80 million users inside one chat window.
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Bybit launched Bybit AI on 9 September 2026, a conversational assistant inside the Bybit app that lets users state what they want in plain language and have the assistant carry out the action, from checking balances and placing trades to opening support cases. At launch it covers spot, futures and options trading, Bybit Earn, Copy Trading, Trading Bot, Loan, P2P, the Bybit Card, Spot X, the Rewards Hub and notification management, with customer support handled by the assistant working alongside human agents. Activating the feature creates a dedicated sub-account isolated from the user's main balance, with no API key or manual setup required. Bybit has also set out a roadmap to connect trading, earn, loans, card and support through a unified Open API. What is Bybit AI? A conversational assistant inside the Bybit app that interprets plain-language requests and carries out the corresponding action across trading, account management and customer support. What can Bybit AI do at launch? It covers spot, futures and options trading, Bybit Earn, Copy Trading, Trading Bot, Loan, P2P, the Bybit Card, Spot X, the Rewards Hub and notification and subscription management, plus customer support alongside human agents. Is Bybit AI safe to use with my main balance? Activating Bybit AI creates a dedicated sub-account that is isolated from the user's main balance, so the assistant only operates on funds the user has placed in it. Do I need an API key to use Bybit AI? No. Activation creates the sub-account automatically with no API key or manual setup. How is Bybit AI different from Bybit's AI Trading Skill? AI Trading Skill, released in March 2026, lets external assistants such as ChatGPT, Claude and Gemini reach Bybit through 253 API endpoints. Bybit AI is the assistant inside the Bybit app itself.

Your Passport Scan Is a Liability: Moca Network on Identity for Humans and AI Agents

HackerNoon — Wed, 09 Sep 2026 07:31:29 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/your-passport-scan-is-a-liability-moca-network-on-identity-for-humans-and-ai-agents.
Moca Network's Cham on reusable KYC credentials, eIDAS 2.0 wallets, selective disclosure and how AI agents get scoped, revocable authority.
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Cham, who leads product at Moca Network, argues that stored personal data has become a liability and that a consented, reusable, revocable credential is the asset that replaces it. Reusable credentials do not remove the first trusted check. They remove the repeat, which is where the cost, the drop-off and the breach surface all live. Every EU member state must offer a digital identity wallet by December 2026. The practical advice is to pick one claim such as over-18 or KYC-passed and pilot it now rather than wait for every state to be ready. Deepfake detection is a race defenders lose by design. The durable answer is verification at the source, with banks, telcos, games and marketplaces attesting to what they actually know. Agent identity is still open research. Operator-linked delegation, where a human or organisation extends scoped, revocable authority to an agent, is what ships today.

A Hitchhiker's Guide to the Slopocalypse

HackerNoon — Wed, 09 Sep 2026 03:28:24 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/a-hitchhikers-guide-to-the-slopocalypse.
How to survive the AI coding “slopocalypse” with automated PR tripwires, daily reviews, and two key engineering metrics that keep AI-generated code under contr
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Don’t panic about the “slopocalypse.” Instead of relying on careful reviews alone, set up automated tripwires for oversized PRs, zero-review merges, critical-file changes, and stale PRs. Use a daily digest and track just two key metrics: time to merge and change failure rate.

EagleSwap Announces Milestone of 10,000 Completed Swaps

HackerNoon — Wed, 09 Sep 2026 02:29:24 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/eagleswap-announces-milestone-of-10000-completed-swaps.
EagleSwap, a non-custodial cryptocurrency swap platform, announced that it has reached 10,000 completed swaps.
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EagleSwap, a non-custodial cryptocurrency swap platform, announced that it has reached 10,000 completed swaps.

Why We Aren't Ready for C-3PO

HackerNoon — Wed, 09 Sep 2026 00:43:32 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/why-we-arent-ready-for-c-3po.
AI is advancing faster than robotic hardware. Discover why dexterity, reliability, and operational data are keeping purpose-built robots ahead of humanoids.
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The biggest bottleneck in robotics is shifting from intelligence to embodiment. Vision-language-action models and embodied reasoning are advancing rapidly, but dexterity, reliability, and the lack of large-scale real-world robotics data still constrain deployment. Meanwhile, purpose-built robots are already generating revenue in delivery, warehouses, surgery, and industrial inspection. The next robotics breakthrough may depend less on smarter models than on better bodies, telemetry, and learning loops.

Vanta vs Scytale (2026): A Head-to-Head Compliance Platform Comparison

HackerNoon — Tue, 08 Sep 2026 20:09:08 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/vanta-vs-scytale-2026-a-head-to-head-compliance-platform-comparison.
Choosing between Vanta and Scytale for compliance? We break down the differences in automation, expert support, and cost to help you find your best fit.
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This story was written by: @stevebeyatte. Learn more about this writer by checking @stevebeyatte's about page, and for more stories, please visit hackernoon.com.

Choosing between Vanta and Scytale for compliance? We break down the differences in automation, expert support, and cost to help you find your best fit.

10 of the Best Local SEO Tools for Multi-Location Agencies in 2026

HackerNoon — Tue, 08 Sep 2026 15:01:45 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/10-of-the-best-local-seo-tools-for-multi-location-agencies-in-2026.
A practical comparison of 10 local SEO tools for agencies managing 20 Google Business Profiles, covering pricing, features, and trade-offs.
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This story was written by: @rankinggap. Learn more about this writer by checking @rankinggap's about page, and for more stories, please visit hackernoon.com.

Grid My Business is the best-value all-rounder for most small and mid-sized agencies. BrightLocal goes deeper on reporting and citations, while specialist tools are better for narrower needs.

Lightsage Raises $4M Led by Nexus to Build the Growth Stack for AI Agents

HackerNoon — Tue, 08 Sep 2026 10:04:22 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/lightsage-raises-$4m-led-by-nexus-to-build-the-growth-stack-for-ai-agents.
Lightsage has raised a $4 million seed round led by Nexus Venture Partners, with operator angels from Salesforce, Postman, Apollo, DocuSign, GitLab, Resend.
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This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com.

Lightsage has raised a $4 million seed round led by Nexus Venture Partners, with operator angels from Salesforce, Postman, Apollo, DocuSign, GitLab, Resend, Firecrawl, Daytona and Tinyfish, to build what it calls Agent-Led Growth. The company simulates how coding agents such as Claude Code, Codex and Cursor discover and integrate software, isolates why they fail and reports on real agent traffic to a product's docs and APIs. Bots passed humans as the majority of web requests in June 2026, coding agents already generate several billion dollars in annualized revenue and every major forecaster puts agent-driven commerce in the hundreds of billions by 2030. Lightsage is building the analytics and optimization layer for that buyer, starting with developer tools, where customers including Firecrawl, Reducto, Daytona, Rime and Tinyfish are already on the platform.

Reflectiz Launches Agentic Pentesting for Websites: Up to 10x Coverage vs Conventional Pentests

HackerNoon — Tue, 08 Sep 2026 09:03:31 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/reflectiz-launches-agentic-pentesting-for-websites-up-to-10x-coverage-vs-conventional-pentests.
Specialized team of AI agents that discover, attack, and validate web vulnerabilities, leveraging pre-existing site context to eliminate noise and speed remedia
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This story was written by: @cybernewswire. Learn more about this writer by checking @cybernewswire's about page, and for more stories, please visit hackernoon.com.

Mars Security Launches Real-Time Intel-to-Detection Engine

HackerNoon — Tue, 08 Sep 2026 08:57:02 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/mars-security-launches-real-time-intel-to-detection-engine.
Built by former offensive operators, the new capability converts advisories from CISA, Mandiant
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RavenDB Launches Quill to Bring Production AI Agents to Enterprise SQL Systems,No Migration Required

HackerNoon — Tue, 08 Sep 2026 08:37:24 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/ravendb-launches-quill-to-bring-production-ai-agents-to-enterprise-sql-systemsno-migration-required.
The new context layer connects to existing SQL databases and builds a governed, model-agnostic foundation for AI agents running on live operational data, in wee
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Modernizing Threat Monitoring and Detection Engineering for Ultimate MTTR Reduction

HackerNoon — Tue, 08 Sep 2026 08:03:07 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/modernizing-threat-monitoring-and-detection-engineering-for-ultimate-mttr-reduction.
Learn how threat intelligence connects monitoring and detection engineering to help SOC teams reduce alert noise, improve detection, and respond faster.
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This story was written by: @anyrun. Learn more about this writer by checking @anyrun's about page, and for more stories, please visit hackernoon.com.

Modern SOCs need more than continuous log collection. This guide explains how threat monitoring, detection engineering, and threat intelligence work together as a continuous operational loop. It covers live intelligence feeds, behavioral threat hunting, YARA rule creation, emerging threat research, and unified workflows that help SOC teams reduce false positives, close detection gaps, improve analyst efficiency, and move from reactive incident response toward proactive defense.

Let's put Tailscale on a jailbroken Kindle

HackerNoon — Tue, 08 Sep 2026 07:37:04 -0700

This story was originally published on HackerNoon at: https://hackernoon.com/lets-put-tailscale-on-a-jailbroken-kindle.
Learn how to install Tailscale on a jailbroken Kindle and use SSH, Taildrop, MagicDNS, and remote access to extend what your Kindle can do.
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A jailbroken Kindle can do far more than Amazon's standard software allows, and Tailscale makes those capabilities easier to use remotely. This guide explains how to run Tailscale on a jailbroken Kindle, connect it to your tailnet, and use SSH, MagicDNS, and Taildrop for file management. Combined with apps such as KOReader, the setup turns an e-reader into a small networked Linux device for accessing files, self-hosted services, and unofficial applications.