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October 25 · 1 hr 50 min
500 Blog Posts To Learn About Hackernoon Zh
This story was originally published on HackerNoon at: https://hackernoon.com/500-blog-posts-to-learn-about-hackernoon-zh. Learn everything you need to know about Hackernoon Zh via these 500 free HackerNoon blog posts. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #hackernoon-zh, #learn, #learn-hackernoon-zh, and more. This story was written by: @learn. Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com.
October 24 · 13 min
1Claw Builds the Security Layer for the Day AI Agents Run Wallets and Sign Trades Autonomously
This story was originally published on HackerNoon at: https://hackernoon.com/1claw-builds-the-security-layer-for-the-day-ai-agents-run-wallets-and-sign-trades-autonomously. 1Claw founder Kevin Jones explains how HSM-backed vaults, spend limits and revocation keep AI agents from holding the master key to wallets and APIs. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #1claw, #web3, #ai-and-ml, #good-company, #technology, #ai-agents, #stablecoins, #defi, and more. 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. Kevin Jones, Founder and CEO of 1Claw, says an AI agent should get permission to perform a specific action, never the master key to the credentials behind it. 1Claw sits between the agent and the resource, verifying the agent's identity, applying security policies and routing signing requests through a protected mechanism, with HSM-backed vaults, per-agent spending limits and an enclave proxy that screens model traffic for prompt injection. It signs transactions across more than 109 EVM chains as well as Bitcoin, Solana, XRP, Cardano and Tron. It has announced integrations with Bankr, Google Cloud, Circle, Tenderly, Coder and XRPL. The conversation cites CrowdStrike's fastest recorded breakout of 27 seconds and the $1.5 billion Bybit theft as reasons security cannot depend on humans reacting in time. Revocation cuts an agent off from protected credentials, but accountability for what the agent already did stays with the company that deployed it.
October 24 · 30 min
Tailoring a Multi-agent LLM System for a Mid-sized Business
This story was originally published on HackerNoon at: https://hackernoon.com/tailoring-a-multi-agent-llm-system-for-a-mid-sized-business. Treat the LLM as a brain, not a source of facts. A practical guide to multi-agent LLM systems: prompts, orchestration, RAG, vector search, evals, and inference. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #llms, #prompt-engineering, #ai-agents, #orchestration, #llm-infrastructure, #advanced-rag, #model-context-protocol, #ai-agent-frameworks, and more. This story was written by: @maxtcvetkov. Learn more about this writer by checking @maxtcvetkov's about page, and for more stories, please visit hackernoon.com. Treat the LLM as a brain, not a source of facts. A practical guide to multi-agent LLM systems: prompts, orchestration, RAG, vector search, evals, and inference.
October 23 · 1 hr 54 min
500 Blog Posts To Learn About Hackernoon Ru
This story was originally published on HackerNoon at: https://hackernoon.com/500-blog-posts-to-learn-about-hackernoon-ru. Learn everything you need to know about Hackernoon Ru via these 500 free HackerNoon blog posts. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #hackernoon-ru, #learn, #learn-hackernoon-ru, and more. This story was written by: @learn. Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com.
October 23 · 7 min
Claude Designed 211 Proteins in Two Days. The Memes-in-Slack Phase Took Two Months
This story was originally published on HackerNoon at: https://hackernoon.com/claude-designed-211-proteins-in-two-days-the-memes-in-slack-phase-took-two-months. Citrini Research used an unreleased Anthropic model to design scorpion toxin binders in 64 hours, then spent two months waiting on a wet lab. 17 of 211 bound. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #anthropic, #claude, #ai-drug-discovery, #protein-design, #citrini-research, #biotech, #ai-in-healthcare, #claude-designed-proteins, and more. This story was written by: @penicillin. Learn more about this writer by checking @penicillin's about page, and for more stories, please visit hackernoon.com. A five-person equity research firm with no biologists flew to Anthropic's New York office, ran an unreleased Claude research model against five scorpion neurotoxins, and generated 318,484 designs in 64 hours. Labs tested 211; 17 bound. None bound more than one toxin, and nothing was tested for neutralization. Design took days. Everything after it took two months.
October 22 · 6 min
AI Is Redrawing the US Data Center Map
This story was originally published on HackerNoon at: https://hackernoon.com/ai-is-redrawing-the-us-data-center-map. Three data-based charts show how construction spending, power access and utility commitments are reshaping the US data center buildout. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #hyperscale-data-center, #data-center-power, #hyperscaler-capex, #data-center-power-demand, #us-data-center-boom, #texas-data-centers, #data-center-investments, #ai-infrastructure-spending, and more. This story was written by: @jackbeanstalk2022. Learn more about this writer by checking @jackbeanstalk2022's about page, and for more stories, please visit hackernoon.com. Three data-based charts show how construction spending, power access and utility commitments are reshaping the US data center buildout.
October 22 · 8 min
What Happens When AI Stops Working and We've Forgotten How to?
This story was originally published on HackerNoon at: https://hackernoon.com/what-happens-when-ai-stops-working-and-weve-forgotten-how-to. AI promises greater productivity, but dependence comes at a cost. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #ai-job-loss, #business-continuity, #future-of-work, #software-developer-jobs, #disaster-resilience-strategies, #ai-opinions, #ai-in-recruitment, #hackernoon-top-story, and more. This story was written by: @marshyon. Learn more about this writer by checking @marshyon's about page, and for more stories, please visit hackernoon.com. The increasing use of AI in the workforce may lead to a future where humans and virtual entities coexist, but also risks replacing entire roles and creating a "comprehension debt" where humans lose the ability to understand how things work. The misuse of AI can result in a "reverse centaur" situation where humans are forced to work for AIs, leading to burnout and an inhumane
October 21 · 9 min
Building Deterministic Security Boundaries for AI Agents on AWS
This story was originally published on HackerNoon at: https://hackernoon.com/building-deterministic-security-boundaries-for-ai-agents-on-aws. Explore how to secure autonomous AI agents on AWS using isolated execution, least-privilege IAM, tool validation, recovery controls, and kill switches. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #autonomous-agents, #prompt-injection, #cloud-architecture, #devsecops, #ai-agent-security, #aws-agent-security, #ai-tool-call-validation, #multi-agent-system-security, and more. This story was written by: @kiranvm. Learn more about this writer by checking @kiranvm's about page, and for more stories, please visit hackernoon.com. Autonomous AI agents can interact with sensitive infrastructure, making indirect prompt injection and unauthorized tool execution serious security concerns. This article proposes four defensive layers for AWS-hosted agents: isolated execution environments, deterministic validation of tool calls, recovery mechanisms, and execution-level interruption controls. While these approaches offer a useful starting point, the proposed implementations require more precise authorization, validation, rollback, and human-approval mechanisms before they can be considered production-ready.
October 21 · 25 min
The Setup - Tails OS, TOR Browser and Threat Model: Down The Rabbit Hole Part 5
This story was originally published on HackerNoon at: https://hackernoon.com/the-setup-tails-os-tor-browser-and-threat-model-down-the-rabbit-hole-part-5. Tails OS, TOR Browser and a five level threat model matrix, everything you need to set up secure access to the dark web before you go in. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #tor, #tails, #darkweb, #threat-modeling, #opsec, #down-the-rabbit-hole, #tor-and-dark-web, #hackernoon-top-story, and more. This story was written by: @girishatindra. Learn more about this writer by checking @girishatindra's about page, and for more stories, please visit hackernoon.com. Before you touch the dark web you need the right setup. This part covers the five level threat model matrix, Tails OS explained from the ground up, and a full installation guide from TOR Browser verification to booting into Tails.
October 20 · 5 min
How to Create Bridges and Assistants on Counterstake for Cross-Chain Transfers (and Rewards)
This story was originally published on HackerNoon at: https://hackernoon.com/how-to-create-bridges-and-assistants-on-counterstake-for-cross-chain-transfers-and-rewards. Want to build a new bridge on Counterstake or earn rewards as an assistant? Here’s how to get started and help power smoother cross-chain transfers. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #counterstake, #cross-chain, #crypto-bridges, #crypto-rewards, #defi-solutions, #defi-liquidity-pool, #obyte, #good-company, and more. This story was written by: @obyte. Learn more about this writer by checking @obyte's about page, and for more stories, please visit hackernoon.com. Counterstake is a user-friendly, decentralized platform that enables cross-chain transfers between Obyte and external networks like Ethereum or Binance Smart Chain. Users can set up assistants to temporarily provide liquidity and take on the risk of fraudulent claims, earning a reward for handling the transfer.
October 20 · 1 hr 52 min
500 Blog Posts To Learn About Hackernoon Bn
This story was originally published on HackerNoon at: https://hackernoon.com/500-blog-posts-to-learn-about-hackernoon-bn. Learn everything you need to know about Hackernoon Bn via these 500 free HackerNoon blog posts. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #hackernoon-bn, #learn, #learn-hackernoon-bn, and more. This story was written by: @learn. Learn more about this writer by checking @learn's about page, and for more stories, please visit hackernoon.com.
October 19 · 13 min
How Much GPU Memory Do You Really Need to Run an Open LLM Locally?
This story was originally published on HackerNoon at: https://hackernoon.com/how-much-gpu-memory-do-you-really-need-to-run-an-open-llm-locally. How to size hardware for a local LLM: weights, KV cache and memory bandwidth, checked against official specs for 12 open models and 9 GPUs and Macs. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #local-llm, #gpu-memory-requirements, #local-llm-hardware, #llm-quantization, #mixture-of-experts-models, #self-hosted-ai, #vram-estimation, #llm-hardware-sizing, and more. This story was written by: @contextetech. Learn more about this writer by checking @contextetech's about page, and for more stories, please visit hackernoon.com.
October 17 · 8 min
Building a Governed Customer 360 Data Product on Microsoft Fabric
This story was originally published on HackerNoon at: https://hackernoon.com/building-a-governed-customer-360-data-product-on-microsoft-fabric. Learn how to build an AI-ready Customer 360 data product with Microsoft Fabric, governed data layers, semantic models, and MCP tools. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #microsoft-fabric, #enterprise-data-architecture, #customer-360-data-platform, #microsoft-onelake, #ai-ready-data-products, #data-governance, #power-bi-semantic-models, #fabric-iq, and more. This story was written by: @queryandconquer. Learn more about this writer by checking @queryandconquer's about page, and for more stories, please visit hackernoon.com. Microsoft Fabric enables building a Customer 360 data product that AI can use by following a layered architecture, including ingestion, curation, publication, consumption, and context layers. This approach ensures that AI systems have access to high-quality, governed data with explicit business context.
October 16 · 3 min
Non-Deterministic AI Can Still Build Deterministic Software
This story was originally published on HackerNoon at: https://hackernoon.com/non-deterministic-ai-can-still-build-deterministic-software. LLMs produce unpredictable outputs, but software needs predictable results. Here's how agentic development bridges the gap. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #llms, #ai, #software-development, #software-engineering, #context-management, #ai-agent-tooling, #ai-software-development, #llm-code-generation, and more. This story was written by: @sklarsa. Learn more about this writer by checking @sklarsa's about page, and for more stories, please visit hackernoon.com. LLMs produce unpredictable outputs, but software needs predictable results. Here's how agentic development bridges the gap.
October 16 · 15 min
Privileged Access Management for OT: Securing ICS Systems That Can't Go Down
This story was originally published on HackerNoon at: https://hackernoon.com/privileged-access-management-for-ot-securing-ics-systems-that-cant-go-down. Secure critical ICS and SCADA environments with Securden Unified PAM for OT. Prevent downtime, enforce just-in-time access, and simplify manufacturing security. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #operational-technology, #manufacturing, #cybersecurity, #cybersecurity-awareness, #manufacturing-cybersecurity, #privileged-access-management, #scada-security, #good-company, and more. 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. Secure critical ICS and SCADA environments with Securden Unified PAM for OT. Prevent downtime, enforce just-in-time access, and simplify manufacturing security.
October 15 · 4 min
SerpApi Expands Beyond Search Results with New Extract API
This story was originally published on HackerNoon at: https://hackernoon.com/serpapi-expands-beyond-search-results-with-new-extract-api. SerpApi launches Extract API, helping developers retrieve structured data from public web pages for AI applications, research, and automation. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #serpapi, #extract-api, #web-data-extraction, #structured-web-data, #web-scraping-api, #ai-agent-development, #search-engine-apis, #data-extraction-tools, and more. This story was written by: @nicafurs. Learn more about this writer by checking @nicafurs's about page, and for more stories, please visit hackernoon.com. SerpApi has launched Extract API, a new capability for extracting structured content from publicly available web pages. Designed for AI applications, research platforms, and data-driven workflows, it extends SerpApi's existing search infrastructure with web extraction and discovery capabilities. The API is available to SerpApi account holders, with website support varying by page and crawl usage billed per successfully extracted page.
October 15 · 17 min
How Drones Navigate Without GPS: A Builder's Guide to Visual SLAM in 2026
This story was originally published on HackerNoon at: https://hackernoon.com/how-drones-navigate-without-gps-a-builders-guide-to-visual-slam-in-2026. Explore how visual SLAM enables GPS-denied drone navigation, from visual-inertial odometry and mapping to edge AI, path planning, and limitations. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #drone-technology, #uavs, #computer-vision, #visual-slam, #gps-denied-navigation, #autonomous-drones, #visual-inertial-odometry, #edge-ai-for-drones, and more. This story was written by: @vishwagw. Learn more about this writer by checking @vishwagw's about page, and for more stories, please visit hackernoon.com. GPS is no longer a safe assumption. Jamming and spoofing are routine around conflict zones and have spilled into civil aviation. A drone that only knows where it is through GNSS is one jammer away from hovering in place or crashing. Visual SLAM (VSLAM) lets a drone estimate its own position and build a map of its surroundings from cameras, usually fused with an IMU. Cameras are cheap, light, and passive, which is why they suit small aircraft. The classical pipeline still carries the load: feature tracking → visual-inertial fusion → mapping with bundle adjustment and loop closure → path planning. ORB-SLAM3, VINS-Mono, and OpenVINS remain the reference implementations. What changed in 2025–2026: GPU-accelerated classical SLAM on edge hardware (NVIDIA cuVSLAM), foundation-model priors inside SLAM (MASt3R-SLAM), NMS-free edge detectors for filtering moving objects (YOLO26), and vision-based navigation fielded in Ukraine. Vision isn't magic. Darkness, smoke, featureless terrain, fast motion, and monocular scale ambiguity all break it. The honest design is a fusion stack where vision is the backbone, not the only sensor.
October 14 · 5 min
ONLYOFFICE 10.0 brings AI tools, modular apps, and stronger security to its open-source office suite
This story was originally published on HackerNoon at: https://hackernoon.com/onlyoffice-100-brings-ai-tools-modular-apps-and-stronger-security-to-its-open-source-office-suite. Discover ONLYOFFICE 10.0, featuring built-in AI tools, four modular apps, enhanced PDF and spreadsheet editors, and 35 security vulnerability fixes. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #onlyoffice-10.0, #onlyoffice-ai-tools, #open-source-office-suite, #ai-document-editing, #onlyoffice-modular-apps, #onlyoffice-pdf-editor, #onlyoffice-security-updates, #good-company, and more. This story was written by: @onlyoffice. Learn more about this writer by checking @onlyoffice's about page, and for more stories, please visit hackernoon.com. ONLYOFFICE 10.0 introduces context-aware AI across its document, spreadsheet, presentation, and PDF editors, allowing users to summarize, translate, draft, and automate tasks without leaving their files. The release adds four modular apps for AI agents, forms, file management, and secure collaboration, alongside editor improvements, desktop and mobile upgrades, and support for locally hosted AI models. With around 50 new features and 35 security vulnerabilities fixed, the update strengthens the open-source suite for individual users and enterprise teams.
October 14 · 10 min
How to Fix One Detail on an AI-Generated 3D Model Without Losing the Rest
This story was originally published on HackerNoon at: https://hackernoon.com/how-to-fix-one-detail-on-an-ai-generated-3d-model-without-losing-the-rest. Meshy Edit is a mesh-editing model from Meshy that changes only the part of a 3D model you select and leaves the rest untouched. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #3d-printing, #ai, #ai-3d-model-generator, #meshy-edit-tutorial, #meshy-edit-features, #ai-mesh-editing, #ai-3d-generator, #good-company, and more. This story was written by: @meshyai. Learn more about this writer by checking @meshyai's about page, and for more stories, please visit hackernoon.com. Meshy Edit is a mesh-editing model that allows users to change specific parts of a 3D model by selecting the area and describing the desired change in plain language. It handles three types of changes: adding, removing, and replacing parts, and can be used to fix mistakes or create variations of a model.
October 12 · 11 min
The Ghost Town in Your Flash Array
This story was originally published on HackerNoon at: https://hackernoon.com/the-ghost-town-in-your-flash-array. Modern storage infrastructure is plagued by the problem of 90% of data being untouched and occupying expensive hot storage tiers Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #infrastructure, #storage-infrastructure, #capacity-crisis, #flash-array, #hot-storage, #modern-archiving, #metadata-trap, #archival-pipeline, and more. This story was written by: @coldcoldcold. Learn more about this writer by checking @coldcoldcold's about page, and for more stories, please visit hackernoon.com. Modern storage infrastructure is plagued by the problem of 90% of data being untouched and occupying expensive hot storage tiers, leading to capacity crises and unnecessary hardware upgrades. To solve this, modern transparent archiving can turn cold, dead weight into lean, secure, and hot-RAID-friendly assets.

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