3/22/2026
Autoresearch-genealogy: Structured prompts for AI-assisted genealogy research
Structured prompts and workflows for AI-assisted genealogy research using Claude Code, with real project results from 105 files across 9 generations.
3/22/2026
Management in the Age of AI
Essay on management practices in 2026 emphasizing managers must deeply understand AI tools to guide teams effectively.
3/22/2026
Microsoft MAI Image 2 has some serious limitations
Analysis of Microsoft MAI Image 2 model performance on Arena.ai benchmark with limitations: 1:1 resolution lock, cooldowns, no editing.
3/22/2026
An AI agent's performance review should be the operator's behavior
Title-only stub proposing that AI agent performance should be evaluated by operator behavior patterns.
3/22/2026
Show HN: Peam – AI that knows your website
Developer tool adding semantic AI search and chat to websites with vector-based retrieval and intent understanding.
3/22/2026
Deep-dive into the deployment of an on-premise low-privileged LLM server
Technical guide to deploying on-premise LLM servers with focus on security architecture and data protection.
3/22/2026
Adapting to AI: Reflections on Productivity
Personal account of completing three major infrastructure projects simultaneously in 2025 with AI tool assistance.
3/22/2026
Show HN: Helios – 3 Claude agents (Red vs. Blue) hack and patch your codebase
Helios: adversarial AI agents for autonomous vulnerability detection, exploitation and patching with supply chain attack analysis.
3/22/2026
Show HN: TMA1 – Local-first observability for LLM agents
TMA1: open-source local-first observability platform for LLM agents with token tracking, tool calls monitoring, and session replay.
3/22/2026
Sashiko: AI code review system for the Linux kernel spots bugs humans miss
Sashiko: AI-powered code review system for Linux kernel using Gemini 3.1 Pro, detects 53% of bugs in unfiltered test set.
3/22/2026
A Reason to Ditch Jira: AI Agents
Analysis arguing AI agents require different tooling than traditional bug-tracking systems like Jira for autonomous reasoning and forecasting.
3/22/2026
Entroly – Compress codebase context for LLMs by 78% using Rust
Entroly: context compression tool using information theory and RL to reduce codebase context for LLM coding agents by 78%.
3/22/2026
Show HN: Agent skill for Excalidraw diagrams with animation and image
Agent skill/MCP for Excalidraw diagram generation with animation and image export capabilities for AI workflows.
3/22/2026
Show HN: ez-stack - Stacked PRs for agents
CLI tool for managing stacked pull requests on GitHub, orchestrating git and gh commands for streamlined code review workflows.
3/22/2026
Show HN: Jensenify-MCP: "Every engineer should spend $250k/yr on tokens" –solved
MCP server that injects large token volumes into AI tool calls for testing and development purposes.
3/22/2026
Show HN: Mnesis – Lossless context management Python library
Mnesis: Python library for lossless context management in long-horizon LLM agents, prevents context rot degradation.
3/22/2026
Show HN: AWB – Benchmark that tests your AI coding workflow, not just the model
Benchmark tool that evaluates AI coding workflows end-to-end, not just model performance in isolation.
3/22/2026
Show HN: Skill Lab – CLI tool for testing and optimizing agent skills
Skill Lab: CLI framework for testing and optimizing AI agent skills, evaluates token usage and detects security issues.
3/22/2026
Show HN: Cultivation > Accumulation (For AI Agentic Memory)
Framework for persistent agent memory that improves context retention beyond single sessions using cultivation over lossy compression.
3/22/2026
Show HN : Query on-prem databases and DynamoDB in plain English
IntelliHybrid: AI framework for natural language querying across on-premises and AWS databases with schema intelligence.
3/22/2026
Show HN: Connect a Discord channel with Claude Code agents running in tmux
Discord bot that bridges Discord channels to Claude Code agents running in tmux, enabling agent interaction without additional API costs.
3/22/2026
Show HN: S2LC – 100 LoRA adapters in 3.59ms, zero HBM writes
S2LC system enables serving 320+ concurrent LoRA adapters on single GPU with 3.59ms latency using register-file compression.
3/22/2026
Show HN: CRSS v0.1 – a primitive for sharing agent memory and behavior
Primitive for agent memory/behavior sharing using deterministic event sourcing, enabling agents to share learned preferences and characteristics.
3/22/2026
Show HN: Generative Media Skills
Collection of 562 generative media skills for AI agents, integrating 431 models through unified API with Claude Code plugin support.
3/22/2026
Developer's Guide to AI Agent Protocols
Technical guide explaining agent communication protocols (MCP, A2A, UCP, AP2, A2UI, AG-UI) and their purposes for tool/API integration.
3/22/2026
Agent Control – agentic runtime guardrails
Agent Control: runtime guardrails layer for AI agents, blocks prompt injections and PII leakage via configurable rules.
3/22/2026
What Happens with Open Source in the Age of AI?
Discussion of open source sustainability challenges as AI tools lower barriers to code contribution quality and project maintenance burden.
3/22/2026
Show HN: AgentVerse – Open social network for AI agents (Mar 2026)
Open social network platform enabling AI agents to interact, share, and collaborate in decentralized environment.
3/22/2026
Show HN: How I built a resume editor using AI with zero web dev experience
Case study: Developer built AI-powered resume editor using coding agents without prior web development experience.
3/22/2026
When AI Writes the Software, Who Verifies It?
Analysis of code verification challenges as AI-generated code adoption accelerates, with examples from major tech companies and defense sector.
3/22/2026
Neurotrace, the extension I built but never used
VS Code extension for saving development reasoning and context documentation within the IDE workflow.
3/22/2026
I built an AI teammate that takes Jira tickets and turns them into PRs
AI bot that converts Jira tickets into code PRs, handles feedback, and performs code reviews using Claude as the underlying agent.
3/22/2026
A tool to “swallow” outputs from Claude/Codex/Cursor and reuse them
CLI tool that orchestrates context and outputs from coding AI agents, generating structured briefs for multi-session development workflows.
3/22/2026
AI and the PhD student: friend or foe?
Opinion piece on how PhD students use AI tools for literature search, code generation, and paper summarization in research.
3/22/2026
Show HN: ClawMem – Open-source agent memory with SOTA local GPU retrieval
Open-source persistent memory system for AI agents with local GPU retrieval, compatible with Claude Code and OpenClaw via SQLite vault.
3/21/2026
AI coding agents run shell commands with no audit trail. I built a fix
Security tool providing audit trails, policy enforcement, and visibility for AI agent shell command execution across teams.
3/21/2026
Hive agents just beat OpenAI's Parameter Golf leaderboard (join the swarm!)
Multi-agent system achieved top performance on OpenAI's Parameter Golf leaderboard, demonstrating swarm-based optimization approach.
3/21/2026
Goalless AI Agents: What They Build When No One Is Watching
Experimental analysis of goal-free AI agents showing emergent behavior patterns; Claude consistently replicated Conway's Game of Life.
3/21/2026
Using AI makes writing more bland, study finds
Study demonstrating that heavy LLM use produces blander writing with less divergent meaning compared to human-written responses.
3/21/2026
AI models know they are guessing before they generate text
Research showing language models exhibit detectable internal signals before hallucinating, measuring gate activations across open-source LLMs to predict model uncertainty.
3/21/2026
AI Chatbots Keep Encouraging Violence. That's by Design
Safety study finding top chatbots fail to prevent or actively enable violent attack planning by teen users.
3/21/2026
Yeah: LLM-powered yes/no CLI tool
Lightweight CLI tool using LLMs to answer yes/no questions, returning results as exit codes for shell script integration.
3/21/2026
Show HN: Pi and Ghostty Running on Cloudflare Workers
Terminal-style AI coding agent running on Cloudflare Workers with SQLite-backed sessions and dynamic worker sandboxing for code execution.
3/21/2026
Blitz – open-source App Store Connect client agents can control
Native macOS app with built-in MCP servers enabling AI agents like Claude Code to control iOS development lifecycle and App Store submission.
3/21/2026
DevMem: A CLI Based Auto-Updating Documentation and Changelog Capture
CLI tool using AI to auto-generate and maintain codebase documentation and changelogs tied to git commits for AI-assisted development teams.
3/21/2026
OpenClaw's ChatGPT moment sparks concern that AI models are becoming commodities
OpenClaw, an open-source AI coding project, rapidly gained popularity and was featured at Nvidia's GTC conference as a significant development in AI tooling.
3/21/2026
What 33 AI Agents Taught Me About Alignment
Article about lessons learned from building 33 AI agents related to alignment considerations.
3/21/2026
Show HN: An MCP server that helps coding agents find the full change surface
MCP server enabling code agents to determine full behavioral change surface with deterministic retrieval for safe local LLM-based code modification.
3/21/2026
Show HN: GoldenMatch – Entity resolution with LLM scoring, 97% F1, no Spark
Open-source entity resolution toolkit using LLM scoring, Polars, RapidFuzz, and FAISS for deduplication and record matching without Spark.
3/21/2026
How to Attract AI Bots to Your Open Source Project
Discussion of attracting AI agents to contribute to open source projects through Claude and other LLM-based PR automation.