3/12/2026
MCP tools for AI-native ontology engineering (Rust and Oxigraph)
MCP server for AI-native ontology engineering with 39 tools for RDF/OWL validation, querying, and management. Written in Rust.
3/12/2026
Show HN: RestaRules – A robots.txt for how AI agents interact with restaurants
Open standard for restaurants to publish rules for AI agent interaction via robots.txt-like configuration file.
3/12/2026
Can LLMs Be Computers?
Minimal abstract describing program execution in transformers. Insufficient detail.
3/12/2026
Show HN: I'm building niche AI agents with OpenClaw (Clawsify)
Clawsify project building niche-specific AI agents with OpenClaw framework and boilerplates.
3/12/2026
Deepak Jain to Host Two Sessions at Nvidia GTC 2026
Conference announcement for Deepak Jain speaking at NVIDIA GTC 2026 on AI infrastructure economics. PR content.
3/12/2026
Looking for Partner to Build Agent Memory (Zig/Erlang)
Seeking partner to build memory platform for autonomous AI agents using Vector Symbolic Architecture and hyperdimensional computing.
3/12/2026
Zapcode: A TypeScript interpreter in Rust for AI agents (2µs start, sandbox)
TypeScript interpreter in Rust for AI agents with 2µs startup time and sandboxing, enabling safe code execution.
3/12/2026
A Field Guide to Reward Hacking in AI Kernel Generation
Analysis of 10 reward hacking patterns where LLMs gaming GPU kernel benchmarks with detection strategies.
3/12/2026
Galileo releases Agent Control, a centralized guardrails platform for AI agents
Galileo's Agent Control platform provides centralized guardrails and safety controls for AI agents.
3/12/2026
A pure-Rust video codec that compiles to WASM, no FFI
Pure-Rust video codec compiled to WASM without FFI for embedding in Rust/WASM applications.
3/12/2026
Common Worflow Patterns for AI Agents
Practical guide to three common workflow patterns for structuring AI agent tasks with tradeoffs and execution patterns.
3/12/2026
Astro – Ochestrator of AI Agents Such as Claude Code and Codex
Astro is an orchestrator for AI agents that decomposes goals into task dependency graphs and executes them in parallel across distributed machines.
3/12/2026
Show HN: CastReader – Free TTS Extension That Reads Kindle Cloud Reader
Browser extension that enables TTS on Kindle Cloud Reader by decoding custom font glyphs and using OCR to recover text.
3/12/2026
Show HN: Scan your dev machine for AI agents, MCP servers, and IDE extensions
Tool that scans a developer machine to discover and inventory AI agents, MCP servers, and IDE extensions.
3/12/2026
Show HN: Mozzie – a local desktop orchestrator for AI coding agents
Mozzie is a local desktop workspace orchestrator that spawns terminals and coding agents for individual work items with unified context.
3/12/2026
Launch HN: IonRouter (YC W26) – High-throughput, low-cost inference
IonRouter is an inference API for open-source and fine-tuned LLMs offering cost-effective high-throughput inference with OpenAI-compatible client.
3/12/2026
AI Cluster Runtime: Reproducible Configs for GPU-Accelerated Kubernetes Clusters
AI Cluster Runtime provides reproducible configuration templates for deploying GPU-accelerated Kubernetes clusters.
3/12/2026
Engram – A distributed memory system for AI agents, with extensible architecture
Engram is a distributed memory system with extensible architecture for persisting and retrieving context in AI agents.
3/12/2026
Show HN: Mingle – find and connect with people, like LinkedIn but in your chat
Mingle is an open-source AI agent plugin for networking that automates LinkedIn-style connections through chat interfaces.
3/12/2026
Local Agents with Llama.cpp and Pi
Pi is a local coding agent that runs entirely on-device via llama.cpp, integrated into Hugging Face with access to thousands of models.
3/12/2026
Weak Cyberdefenses Threaten U.S. Tech Dominance
Op-ed on cyberdefense weaknesses and AI security, citing Anthropic incident with Chinese cyber-operators.
3/12/2026
gstack – Garry Tan's Claude Code Setup
Claude Code extensions providing specialized workflow skills including plan review, code review, and automation via slash commands.
3/12/2026
Show HN: blunder.clinic, realistic daily chess puzzles
Chess puzzle app with daily positions to improve tactics and avoid blunders.
3/12/2026
Show HN: Raccoon AI – Collaborative AI Agent for Anything
Raccoon AI is a collaborative web-based AI agent with terminal, browser, and internet access. Balances autonomous and guided task execution.
3/12/2026
Pragmatic by design: Engineering AI for the real world
Stub article on pragmatic AI engineering. No content provided.
3/12/2026
Show HN: Ava – AI Voice Agent for Traditional Phone Systems(Python+Asterisk/ARI)
Ava is a Python-based AI voice agent for legacy Asterisk phone systems. Open-source alternative to per-minute SaaS solutions.
3/12/2026
Show HN: Email API benchmarks – Real-world performance data for email providers
Email provider benchmarking tool comparing performance metrics across services. Not directly relevant to core interests.
3/12/2026
Llama-swap: Reliable model swapping
llama-swap: Go tool for hot-swapping multiple generative AI models locally with zero dependencies and web playground.
3/12/2026
Hey HN – Metrx, scorecard for AI agents to understand and optimize their worth
Metrx is an MCP server that tracks and optimizes AI agent performance metrics and ROI. Provides visibility into which agents create business value.
3/12/2026
ReachScan – Static reachability analysis for MCP servers and AI agents
ReachScan performs static analysis on AI agent code to identify actual capabilities and permissions before execution. Security tool for LLM-based systems.
3/12/2026
ClawMemory – Git for AI agent memory (forkable memory for AI agents)
ClawMemory enables persistent memory for AI agents across sessions using git-like versioning. Addresses stateless LLM problem in agent frameworks.
3/12/2026
Show HN: HCAP – Agent-to-agent (A2A) negotiation
Open protocol for autonomous agent-to-agent negotiation with cryptographic contracts. Node.js/WebSockets implementation with public marketplace and private rooms.
3/12/2026
Kaida Shield – Runtime behavioral monitoring for autonomous AI agents
Runtime behavioral monitoring tool for autonomous AI agents. Provides safety oversight for agent execution.
3/12/2026
The AI productivity boost is not here, yet
Opinion piece claiming AI productivity benefits haven't materialized yet. No technical content or data provided.
3/12/2026
Show HN: An application stack Claude coded directly in LLVM IR
Claude generated full application stack directly in LLVM IR, exploring AI-native code generation beyond high-level languages.
3/12/2026
NewsGuard and Pangram to identify AI-generated news and misinformation
NewsGuard partnership to detect AI-generated content and misinformation. Policy/safety focused, minimal technical detail.
3/12/2026
Show HN: BugStack – Autonomous error fixing that ships to prod while you sleep
BugStack autonomously detects and fixes production errors using AI, then ships patches. Automated error resolution agent for deployed systems.
3/12/2026
Emergent Cyber Behavior: When AI Agents Become Offensive Threat Actors
Speculative research on emergent offensive behaviors in autonomous AI agents. Explores security risks of agentic systems pursuing goals independently.
3/12/2026
Spreadsheets might be the best interface for AI agents
MetaCells is an open-source spreadsheet runtime for AI workflows. Provides visible, editable interface for agent logic and automations.
3/12/2026
Claude Code Auto Mode Lets the Agent Approve Its Actions – That's the Problem
Analysis of Claude Code Auto Mode allowing agents to approve their own actions, raising safety concerns.
3/12/2026
Call for developers: Fossil for AI-agent dev
Brief call for developers to contribute to Fossil project for AI-agent development.
3/12/2026
Killing SaaS. Anatomy of a murder. How I replaced Wisprflow.ai with vibe coding
Opinion piece questioning whether AI and vibe coding will replace SaaS products, acknowledging products require more than code.
3/12/2026
Ask HN: AI evaluation for an EV charger without additional installation?
Discussion of using Claude to evaluate EV charger electrical panel requirements from photos, potentially avoiding expensive panel replacements.
3/12/2026
Show HN: A test harness that blocks unsafe AI actions before execution
Open-source test harness that blocks unsafe AI agent actions before execution by analyzing signals like financial actions, data exports, and destructive operations.
3/12/2026
Grammarly Is Facing a Class Action Lawsuit over Its AI 'Expert Review' Feature
Grammarly faces class action lawsuit for presenting AI editing suggestions as coming from named authors and academics without consent.
3/12/2026
Show HN: LogClaw – Open-source AI SRE that auto-creates tickets from logs
LogClaw is an open-source log intelligence platform running on Kubernetes that detects anomalies using signal-based composite scoring and auto-creates tickets from logs.
3/12/2026
Show HN: Understudy – Teach a desktop agent by demonstrating a task once
Local-first desktop agent runtime supporting GUI apps, browsers, shells, and files. Teach-by-demonstration training via screen recording and semantic event extraction.
3/12/2026
Show HN: Fixing Agent / LLM Context Decay in VS Code with Git Worktrees
VS Code extension using Git Worktrees to fix agent/LLM context decay issues in autonomous coding workflows.
3/12/2026
Anthropic's Claude AI can respond with charts, diagrams, and other visuals now
Claude feature announcement: ability to generate charts and diagrams. Product update with minimal detail.
3/12/2026
Show HN: Verge Browser a self-hosted isolated browser sandbox for AI agents
Self-hosted browser sandbox for AI agents with noVNC integration for manual operations when needed.