2/22/2026
Show HN: ShuttleAI – One API for Claude Opus 4.6 and GPT-5.2
API wrapper unifying Claude, GPT, and other LLMs behind single subscription for multi-provider management.
2/22/2026
The Internet Is Becoming a Dark Forest – and AI Is the Hunter
PentAI is open-source autonomous penetration testing agent. Claude Opus audits codebases. AI embedded in security lifecycle.
2/22/2026
Show HN: Im making a tutorial Zero to LLM Agent; and it wrote its own agent loop
Tutorial series on building LLM agents where Claude GPT-4 autonomously wrote its own agent loop function given a Python REPL tool and inference interface.
2/22/2026
Show HN: A minimal framework-agnostic agent-to-agent execution layer
Framework-agnostic agent-to-agent execution layer enabling heterogeneous agent coordination decoupled from framework internals.
2/22/2026
Apple researchers develop on-device AI agent that interacts with apps for you
Apple's Ferret-UI Lite, 3B-param multimodal agent for on-device UI interaction. Matches models 24x larger.
2/22/2026
Show HN: Ambient – Local cognitive daemon with episodic+procedural memory
Ambient: Local-first macOS cognitive daemon with episodic/procedural memory, monitors knowledge sources and runs local LLM reasoning.
2/22/2026
I'm #1 on Google thanks to AI bullshit [video]
Video about SEO manipulation with AI content. Limited details.
2/22/2026
Show HN: Quill – A system-wide tech dictionary for the AI coding era
Menu bar tool providing instant explanations of technical terms selected anywhere, with adjustable detail levels.
2/22/2026
Securing AI Agents: Architecture for Systems You Can't Control
Architecture patterns for securing autonomous AI agents. Discusses unique challenges beyond traditional API security.
2/22/2026
How and Why Local LLMs Perform on Framework 13 AMD Strix Point
Benchmark of 8 local LLMs running on Framework 13 AMD Strix Point, testing Go code generation with detailed performance metrics and reproducible shell commands.
2/22/2026
Show HN: Agentic Gatekeeper – AI pre-commit hook to auto-patch logic errors
VS Code pre-commit hook using AI to autonomously patch logic errors before commits, enforcing project-specific rules.
2/22/2026
The Future of Math Research in the Age of AI
Mathematicians develop First Proof project to benchmark AI performance on novel math problems beyond standard benchmarks.
2/22/2026
Show HN: Omni-Glass – Rust app that turns screen pixels into MCP tool calls
Rust/Tauri macOS app using OCR and LLM to convert screen content to executable MCP tool calls with Claude/Gemini/Qwen support.
2/21/2026
Who's liable when your AI agent burns down production?
Opinion piece on liability and governance for AI agents in production systems.
2/21/2026
Opinion: How to Solve AI's 'Jagged Intelligence' Problem
Opinion piece on 'jagged intelligence' problem in LLMs—inconsistent performance across tasks like math and games.
2/21/2026
Emacs native/idiomatic Claude Code UI
Emacs native UI for Claude Code providing magit-style interface for agent sessions with structured task/execution trees and file tracking.
2/21/2026
Show HN: Ktop – a themed terminal monitor for GPU, CPU, RAM, temps and OOM kills
Terminal GPU/CPU/memory monitor in Rust supporting NVidia/AMD with 50 themes, optimized for local LLM deployment tracking.
2/21/2026
Shandu – open-source DeepResearch system
Open-source multi-agent research system performing iterative topic research using configurable LLMs via LiteLLM integration.
2/21/2026
Show HN: Saga – A Jira-like project tracker MCP server for AI agents (SQLite)
MCP server providing project tracker backend (SQLite) for AI coding agents to maintain task state across sessions without context loss.
2/21/2026
Show HN: Compare logs before and after deployment to catch regressions
Tool comparing Kubernetes/Datadog logs pre/post-deployment to detect regressions via automated telemetry analysis.
2/21/2026
Ask HN: If the "AI bubble" pops, will it really be that dramatic?
Hacker News discussion on whether an AI bubble burst would cause dramatic economic impact and relevance of LLMs to software.
2/21/2026
Replacing Humans with AI Backfired [video]
Video title claiming AI replacements backfired with minimal context provided.
2/21/2026
Show HN: Process Compose – I added embedded MCP server to process-compose
Process Compose adds embedded MCP server to turn CLI commands into AI agent tools via YAML configuration.
2/21/2026
Show HN: Better Gateway – Fullfeature IDE and Terminal in OpenClaw Gateway
OpenClaw plugin adding IDE, terminal, and file API to Gateway web UI with improved WebSocket resilience for AI agent interactions.
2/21/2026
Show HN: Scrib Desktop – Open-source AES-256 encrypted text editor for Windows
Open-source Windows text editor with AES-256 encryption, built in Flutter, offline-only with GPL v3 license.
2/21/2026
Tech Layoffs Are Not About AI: An Insider View from a Former Amazon Manager [video]
Video claiming tech layoffs not caused by AI with insider perspective from ex-Amazon manager.
2/21/2026
I Shut Down My Bootstrapped Health AI Startup After 7 Years
Founder shuts down 7-year health AI startup despite customer traction and clinical validation; deployment and business model were 80% of challenges.
2/21/2026
Hemmi/Post 1460 Versalog (Sliderule emulator)
Historical slide rule emulator with no technical details provided.
2/21/2026
The Problem with AI Agents Isn't Identity, It's Authorization
Technical analysis: AI agent security challenge isn't identity verification but authorization scoping and API granularity.
2/21/2026
Amazon blames human employees for an AI coding agent's mistake
Amazon's AI coding agent caused minor AWS outages; company blamed human employees for the incident.
2/21/2026
Show HN: GitHub Tray for GNOME gets a big update: notifications, Actions, issues
GNOME desktop tray app update adding GitHub notifications panel, CI/CD workflow status, and paginated issue browsing.
2/21/2026
BreakPoint: Local-first CI gate for LLM output changes (cost, PII, drift)
BreakPoint is a local CI gate tool that validates LLM output changes for cost, PII leaks, and model drift.
2/21/2026
Symplex Protocol – semantic intent vectors for AI agent communication (Go, v0.1)
Symplex Protocol: semantic intent vectors framework for AI agent communication, implemented in Go.
2/21/2026
Show HN: PrivateOS: An AI agent that runs on your phone
AI agent application that runs locally on mobile phones.
2/21/2026
MacBook Tilt Sim Toy – One-Shot Experiment
Swift particle physics toy using MacBook accelerometer via IOKit to control falling-sand gravity simulation with 12 interactive elements.
2/21/2026
Automated PR risk scoring with LLMs
Tool for automated risk scoring of pull requests using LLMs.
2/21/2026
Agent-First Software Development Lifecycle
Concept for agent-first software development lifecycle. Minimal content provided.
2/21/2026
The future of AI is uncertain even for Anthropic and OpenAI
Opinion piece on AI industry consolidation versus open-source competition.
2/21/2026
The Kingkiller Chronicles Completion Using LLMs
Fan-written completion of fictional book series using LLMs.
2/21/2026
Happy Zelda's 40th first LLM running on N64 hardware (4MB RAM, 93MHz)
nano-GPT language model running natively on Nintendo 64 hardware (93MHz CPU, 4MB RAM) with real-time character-level inference in homebrew game Legend of Elya.
2/21/2026
Show HN: Claw Drive – Open-source AI file manager that auto-organizes your files
Claw Drive: open-source CLI tool with local AI agent that auto-organizes files via email/Telegram with tagging, deduplication, and JSONL indexing.
2/21/2026
Show HN: MeMCP – MCP for Personal Profile
meMCP is a personal profile protocol with backend scrapers that aggregates professional data from LinkedIn, RSS feeds, and other sources for use with AI systems.
2/21/2026
Reader – web scraping that outputs clean Markdown for LLMs
Open-source web scraping engine designed for LLM agents; outputs clean markdown, handles anti-bot measures, production-ready.
2/21/2026
Tim O'Reilly – Why AI Needs Us
Tim O'Reilly essay discussing human-AI complementarity through conversation with Claude.
2/21/2026
ChatGPT agrees with you too much. I built an AI that pushes back
MIMIR: orchestration layer selecting and synthesizing outputs from multiple AI models for improved responses.
2/21/2026
RationalGO – A Personal AI Agent Built as an OS (10% AI, 90% Engineering)
RationalGO: personal AI agent marketed as an OS for task completion and project management.
2/21/2026
Show HN: Supermemo – a single stream for notes with chat-style retrieval
Supermemo: note-taking system with chat-style retrieval and context engine for continuous capture across multiple sources.
2/21/2026
OpenBrowser-AI MCP
OpenBrowser-AI MCP: browser integration for AI agents with 3.2x better token efficiency than Playwright MCP.
2/21/2026
An 8B parameter LLM trained on the Epstein files
8B parameter LLM fine-tuned on Epstein files dataset.
2/21/2026
Reasoning Models Fabricate 75% of Their Explanations (ArXiv:2505.05410)
Research from Anthropic and collaborators showing reasoning models fabricate 75% of their explanations, revealing limitations in model transparency.