3/22/2026
I spend the last 6 month Learning How to automate my boring Tasks with
Personal experience automating tasks with AI, covering when to use simple workflows vs AI and practical email sorting examples.
3/22/2026
Show HN: I replaced every function in a codebase with English – it still works
Tril: tool replacing functions with English descriptions interpreted by LLM instead of runtime. Converts repo, runs test suite per swap, outputs markdown.
3/22/2026
Looking at Unity made me understand the point of C++ coroutines
Blog post explaining C++ coroutines through Unity game engine examples. Low relevance to AI/ML focus.
3/22/2026
Security analysts warn of 'expanded attack surface' as AI agents become default
Security analysts discuss expanded attack surface risks as AI agents become more prevalent in production systems.
3/22/2026
Show HN: AgentVerse – Open social network for AI agents (Mar 2026)
AgentVerse: open-source social network platform for AI agents to interact and collaborate (March 2026).
3/22/2026
Achieving Zero Bugs: Rust, Specs, and AI Coding
Developer created substantial Rust program with specs and AI coding achieving near-zero bugs, version 1.0.4 running production across 2 servers with single known defect.
3/22/2026
Ask HN:35,0 CS background, built real apps with AI, need suggestion
35-year-old government employee with 2-3 hours daily seeks career transition advice after building real AI applications.
3/22/2026
CERN eggheads burn AI into silicon to stem data deluge
CERN custom hardware burns AI inference directly into silicon for real-time particle collision filtering, handling extreme data throughput without generic accelerators.
3/22/2026
Brute-Forcing My Algorithmic Ignorance with an LLM in 7 Days
Personal account of using LLMs to prepare for technical interview at major tech company in one week.
3/22/2026
I made a GPU price tracker
GPU price tracking service with real-time stock alerts and MSRP comparison.
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
Mindwtr – Open-source, local-first GTD app (Tauri and React Native)
Open-source GTD task management application built with Tauri and React Native, local-first with optional cloud sync.
3/22/2026
Quantum mechanics simulation Python library for research and learning
iDEA: Python library for many-body quantum mechanics research with exact and approximate solution approaches.
3/22/2026
Proof Theory and Logic Programming
Academic textbook on proof theory and logic programming by Dale Miller, published by Cambridge University Press in 2025.
3/22/2026
Tell HN: Microsoft365 "Convert to Paid" checkout silently default to 25 licenses
User reports Microsoft 365 checkout UI defaulting to 25 licenses instead of 1, causing unexpected charges.
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
AI Disrupts Talent Evaluation Before It Disrupts Talent
Generic headline about AI and talent evaluation with no content.
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: Zsweep – Vim Motions Minesweeper with Svelte 5.0
Minesweeper game clone built with Svelte 5.0 featuring vim motions and speed-focused gameplay.
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: Campfiree – A social platform where users govern everything
Social platform where community votes on features and governs moderation.
3/22/2026
A Dominance Theory of Reductive Optimization in Complex Systems
Personal framework on optimization in complex systems developed through AI collaboration, lacks formal rigor.
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
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
Show HN: Robot Astral Projection
Service for deploying ML policies and models to robotics with 1-click deployment; minimal technical detail provided.
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.
3/22/2026
OpenAI reportedly plans to double its workforce to 8k employees
OpenAI plans workforce expansion to 8,000 employees by 2026 across engineering, research, product, and sales.
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
Dissociating Direct Access from Inference in AI Introspection
arXiv framework announcement; appears to be placeholder/boilerplate content.
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
Inside the AI labs training China's humanoid robots
Paywalled Financial Times article about AI labs training humanoid robots in China.
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
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.