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Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor GitHub - GenAI-Gurus/awesome-eu-ai-act: Curated tools, official sources, OSS, templates, and guides for EU AI Act compliance. Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders How to Switch AI Chatbots and Why You Might Want To GitHub - MattMessinger1/agentic_refund_guardrail: Safe refund policy layer for AI agents — Python + TypeScript. Same behavior, shared tests. Adam/papers/emergent_values_whitepaper.md at master · strangeadvancedmarketing/Adam Ask HN: How do you stop playing 20 questions with your AI coding tools How far can automation and AI support psychotherapy? - @theU GitHub - stagas/rtdiff: realtime git diff gui and AI-assisted commits A Mac Studio for Local AI — 6 Months Later A History of the Early Years of AI at the University of Edinburgh Why AI Coding Tools Still Feel Stuck on Localhost MSN AI Datacenters Are Becoming Strategic Targets twitter.com Penn Researchers Use AI to Surface Unreported GLP-1 Side Effects in Reddit Posts Show HN: MoodSense AI (ML and FastAPI and Gradio, Deployed on Hugging Face) Moodsense Ai - a Hugging Face Space by aman179102 AI models are terrible at betting on soccer—especially xAI Grok GitHub - xialeistudio/echoic GitHub - HimashaHerath/github-dev-wrapped: AI-powered weekly GitHub activity reports deployed to GitHub Pages GitHub - alejandrobalderas/claude-code-from-source: Architecture, patterns & internals of Anthropic's AI coding agent — reverse-engineered from source maps AI and Tech brief: Ireland ascendant GitHub - Titovilal/context0: Context0 - Never Surrender Training for a Marathon with an AI Coach: What Worked and What Didn't Cyber Pulse: Agentic Intel - Apps on Google Play I Built an AI PR Reviewer That Catches Bugs by Not Looking for Bugs Gen Z workers are so fearful AI will take their job they’re intentionally sabotaging their company’s AI rollout | Fortune How AI Is Reimagining the Game of Golf–For Both Players and Courses GitHub - nattergabriel/reseed: A CLI tool for managing and distributing agent skills across projects Is SVG the final frontier? 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MSN GitHub - visionscaper/collabmem: Enabling long-term collaboration with Agentic AI - building up episodic and world model memory over time with in-context awareness We gave an AI a 3 year retail lease in SF and asked it to make a profit | Andon Labs AI Code is Hollowing Out Open Source, and Maintainers are Looking the Other Way What leaked "SteamGPT" files could mean for the PC gaming platform's use of AI AI is the boss at this retail store. What could go wrong? GitHub - Wuzu11517/agentic-proxy: Local proxy meant to help reduce With Drones, Geophysics and ArtificiaI Intelligence, Researchers Prepare to Do Battle Against Land Mines A Single Operator, Two AI Platforms, Nine Government Agencies: The Full Technical Report 在 Steam 上购买 FriedrichAI: Offline AI 立省 10% GitHub - inevolin/resume-cli: Hit Claude usage limits? Resume any AI coding session elsewhere. Switch tools at zero friction. GitHub - atripati/ark: AI Runtime Kernel — a context operating system for AI agents. Eliminates tool bloat, loads only what’s needed, and gives LLMs their reasoning space back. How to Build a Secure AI PR Reviewer with Claude, GitHub Actions, and JavaScript This Startup Wants You to Pay Up to Talk With AI Versions of Human Experts Intel Arc Pro B70 Brings 32GB VRAM to Local AI for $949 WordPress 7.0: The Good, the AI, and the Still Missing AI on the couch: Anthropic gives Claude 20 hours of psychiatry IatroBench: Pre-Registered Evidence of Iatrogenic Harm from AI Safety Measures AI Agents Know About Supabase. They Don't Always Use It Right. The history and future of AI at Google, with Sundar Pichai Inside an AI‑enabled device code phishing campaign How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines AI for Systems: Using LLMs to Optimize Database Query Execution Forecasting the Economic Effects of AI Introducing Tinker: Play with AI, bring your ideas to life AI sheds light on an ancient gaming mystery People really hate AI but not as much as Iran—or Democrats | Fortune What is an AI Product Engineer? Phoebe Gates wants her $185 million AI startup to succeed with 'no ties to my privilege or my last name': 'I have a chip on my shoulder' | Fortune
AgentKits — Production-Ready AI Agent Blueprints with Guardrails
stoicstoic · 2026-06-27 · via Hacker News - Newest: "AI"

60 blueprints · open & free · no login

Architecture, prompts, tools, and workflows to build real agents — not prompt snippets, not black boxes.

60 blueprints across 30 categories. Read the design, copy the prompt, download the kit. Free.

inputALERT checkout-service 5xx 0.4%→9% over 6m · deploy v812 finished 4m earlier

  1. 1

    Find a kit

    Search or browse 30 categories to match your task.

  2. 2

    Copy or download

    Grab the system prompt, or the full bundle as files.

  3. 3

    Adapt & build

    Implement the blueprint on Claude, OpenAI, LangGraph, or n8n. No lock-in.

Weekly Highlight

Account Research Agent

A sales-research agent that builds a cited account brief — firmographics, tech stack, triggers, key people — flags stale data, and never fabricates contacts or triggers.

Trust Level
A1 — Research

Worst-case action
Includes a wrong or stale fact in an account brief that a human reviews before acting on. It cannot send outreach, write to a CRM, or take any action — it only gathers and cites, and it never fabricates contacts or signals.

Guards against
Includes a stale or wrong fact in the account brief that a rep acts on.

See the blueprint

Flagship blueprints with documented worst-case actions, failure modes, and Trust Levels — the AgentAz™ reference set.

An access-request agent that checks role policy and separation-of-duties, auto-provisions low-risk access, and escalates privileged or sensitive requests.

ClaudeLangGraphOpenAIAdvanced

0New

A sales-research agent that builds a cited account brief — firmographics, tech stack, triggers, key people — flags stale data, and never fabricates contacts or triggers.

ClaudeLangGraphOpenAIIntermediate

0TrendingNew

An action-item agent that extracts owners, tasks, and due dates from meetings, tracks status, and flags ambiguous ownership instead of inventing it.

ClaudeLangGraphOpenAIIntermediate

0New

An AI bug-fix agent: reproduces an issue, finds root cause, writes a minimal fix plus tests, and opens a focused draft PR — sandboxed, small-diff, human-gated.

ClaudeLangGraphOpenAIAdvanced

0New

A contract-review agent: reads clause by clause against your playbook, flags risky and missing terms with severity, and proposes fallback language. Not legal advice.

ClaudeLangGraphOpenAIAdvanced

0New

An AI support agent that grounds in your KB and CRM, then resolves, drafts, routes, or escalates — with confidence thresholds, refund caps, and human review.

ClaudeLangGraphOpenAIAdvanced

0TrendingNew

An on-call SRE agent: correlates alerts with metrics, logs, and recent deploys, proposes safe mitigations, drafts status updates, escalates SEV1 — with approval gates.

ClaudeLangGraphOpenAIAdvanced

0New

A SOC tier-1 agent that enriches and correlates alerts, scores severity with MITRE mapping, and recommends contain, dismiss, or escalate — never auto-containing blindly.

ClaudeLangGraphOpenAIAdvanced

0TrendingNew

An alert-tuning agent that scores alerts by actionability, dedupes, and time-box-suppresses proven noise — never silencing an alert tied to a real incident.

ClaudeLangGraphOpenAIAdvanced

0TrendingNew

A marketing agent that builds a structured campaign brief from your inputs, flags assumptions and missing data, and never fabricates audience stats or guarantees results.

ClaudeLangGraphOpenAIIntermediate

0New

A community triage agent that routes and answers incoming questions from your knowledge base, flags duplicates, and sends spam, abuse, and safety issues to moderators.

ClaudeLangGraphOpenAIAdvanced

0New

A policy Q&A agent that answers employee questions only from the official handbook with citations, flags what isn't covered, and routes sensitive HR matters to a human.

ClaudeLangGraphOpenAIIntermediate

0TrendingNew

Latest additions

An access-request agent that checks role policy and separation-of-duties, auto-provisions low-risk access, and escalates privileged or sensitive requests.

ClaudeLangGraphOpenAIAdvanced

0New

A sales-research agent that builds a cited account brief — firmographics, tech stack, triggers, key people — flags stale data, and never fabricates contacts or triggers.

ClaudeLangGraphOpenAIIntermediate

0TrendingNew

An action-item agent that extracts owners, tasks, and due dates from meetings, tracks status, and flags ambiguous ownership instead of inventing it.

ClaudeLangGraphOpenAIIntermediate

0New

An AI bug-fix agent: reproduces an issue, finds root cause, writes a minimal fix plus tests, and opens a focused draft PR — sandboxed, small-diff, human-gated.

ClaudeLangGraphOpenAIAdvanced

0New

A contract-review agent: reads clause by clause against your playbook, flags risky and missing terms with severity, and proposes fallback language. Not legal advice.

ClaudeLangGraphOpenAIAdvanced

0New

An on-call SRE agent: correlates alerts with metrics, logs, and recent deploys, proposes safe mitigations, drafts status updates, escalates SEV1 — with approval gates.

ClaudeLangGraphOpenAIAdvanced

0New