3/17/2026
Garry Tan's thirteen opinionated workflow skills for Claude Code
gstack tool adding thirteen specialized workflow skills to Claude Code as slash commands (plan review, code review, QA, automation) turning one assistant into a team.
3/17/2026
Are AI agents slowing us down?
MCP-based tool providing persistent cross-session memory for AI coding agents, storing decisions, preferences, and context across projects.
3/17/2026
Open Source Projects Need to Adapt to the AI Coding Era
Tool for deploying autonomous AI agents on Amazon Lightsail. Limited content provided.
3/17/2026
A concept for a local, secure AI architecture without cloud dependency
Concept article on local, secure AI architecture without cloud dependency. Limited detail provided.
3/17/2026
Show HN: Ccv – keep AI-generated files out of your repo
CLI tool for managing AI-generated files in private Git-backed vault with symlinks, keeping them version-controlled but separate from public repos.
3/17/2026
Show HN: Intent – Git records what changed, Intent records why
Intent: Developer tool tracking task goals and decisions in code repos for AI coding agents. Structured JSON metadata for decision rationale.
3/17/2026
Show HN: Open-source white-box agentic red teamer for AI agents
Votal AI open-source white-box red teaming tool for AI agents. Tests tool use, decision chains, real actions vs black-box approaches.
3/17/2026
Do LLMs Follow Benford's Law?
Empirical analysis testing whether LLM-generated synthetic data follows Benford's Law distribution patterns.
3/17/2026
We Ran the Largest AI Pokemon Tournament Ever. Now It's an Open Benchmark
Largest AI Pokémon tournament as open benchmark for agent capabilities. Novel evaluation dataset and methodology.
3/17/2026
Managing Complexity with Mycelium
Software architecture philosophy discussing human cognitive limits and LLM code generation. Design theory without concrete examples.
3/17/2026
OpenShell – private runtime for autonomous AI agents
OpenShell provides private runtime environment for autonomous AI agents. Limited detail available.
3/17/2026
Memory layer for LLMs that learns what you care about(Claude/GPT)
Local SQLite-based memory layer for LLMs (Claude, OpenAI, Ollama) that persists context across sessions via prompt injection.
3/17/2026
Ask HN: How are you doing technical interviews in the age of Claude/ChatGPT?
Discussion of technical interview challenges in LLM era. Companies struggling to differentiate between strong prompting skills and genuine architectural understanding.
3/17/2026
Everything You Need to Know About Recursive Language Models
Technical article on recursive language models for long-input reasoning, distinguishing them from standard long-context, retrieval, and agentic approaches.
3/17/2026
Show HN: I built a marketplace for AI agents you can self-host or run remotely
One Man Company Talent Market is a self-hosted/remote AI agent marketplace with 160+ specialized agents across roles like engineer, designer, and researcher.
3/17/2026
Show HN: Metrx – auto optimize AI agents for ROI and rvenue, not just cost
Metrx optimizes AI agents for ROI and revenue metrics rather than cost alone. Limited detail provided.
3/17/2026
Forge DevKit – Architecture enforcement for AI coding agents (EUR 29 one-time)
Forge DevKit enforces architecture patterns for AI coding agents via generated artifacts. Detects agent rationalization failures and provides intent routing for natural language commands.
3/17/2026
Show HN: FireClaw – Open-source proxy defending AI agents from prompt injection
FireClaw is an open-source security proxy that prevents prompt injection attacks on AI agents by filtering malicious web content through a 4-stage pipeline before agents process it.
3/17/2026
AutoResearch by Karpathy and the Future of Autonomous Machine Learning
Discussion of autonomous machine learning research and AutoResearch project direction.
3/17/2026
Show HN: Keypo – Secure Enclave encrypted secrets for AI coding agents
Keypo: Secure Enclave encrypted secrets management system designed for AI coding agents.
3/17/2026
OpenGranola – open-source meeting copilot with local transcription
Open-source meeting copilot with local transcription capabilities, no cloud dependency.
3/17/2026
Paste a GitHub repo. See what an AI agent would attempt on your machine
Tool to visualize and test AI agent behavior against GitHub repositories before execution on local systems.
3/17/2026
Show HN: Instar – Persistent Server for Claude Code with Telegram and Evolution
Instar: persistent server wrapper for Claude Code agent with Telegram integration and evolutionary capabilities.
3/17/2026
Show HN: A mathematical proof that more dirty features can beat fewer clean ones
Mathematical proof demonstrating that more noisy features can outperform fewer clean features in machine learning models.
3/17/2026
GPU Lite for CUDA without the bloat
GPU Lite is minimal CUDA wrapper reducing bloat and complexity for GPU programming. Limited details provided.
3/17/2026
Show HN: Promptcmd – LLM prompts as CLI progs with args, piping, SSH forwarding
Promptcmd: CLI tool enabling LLM prompts as executable programs with argument passing, piping, and SSH forwarding support.
3/17/2026
AIBuildAI – An AI agent that automatically builds AI models (#1 on MLE-Bench)
AIBuildAI: AI agent that automatically builds and trains ML models. Ranked #1 on MLE-Bench benchmark.
3/17/2026
Measuring progress toward AGI: A cognitive framework
Google DeepMind introduces framework to measure AGI progress using cognitive science taxonomy; launches Kaggle hackathon for evaluation design.
3/17/2026
Show HN: F0lkl0r3.dev – a searchable, interlinked map of computing history
f0lkl0r3.dev: Searchable, interconnected database of 1,000 Computer History Museum oral histories using Gemini APIs for text processing and knowledge extraction.
3/17/2026
Sashiko – an agentic system for Linux kernel changes
Sashiko: AI agent system for automating Linux kernel code changes and development tasks.
3/17/2026
Show HN: Reticle – Postman for AI Agents
Reticle: developer tool for testing LLM agent workflows. Integrates prompt testing, variable management, and tool execution in single interface.
3/17/2026
ClawBlink: Create background AI agents from Telegram or WhatsApp chat
ClawBlink enables creation of background AI agents triggered through Telegram or WhatsApp messages for automated task execution.
3/17/2026
I built HiddenMRR – find revenue opportunities in your old GitHub repos
HiddenMRR uses GPT-4o to scan abandoned GitHub repos and identify B2B revenue opportunities from legacy code logic and market demand analysis.
3/17/2026
MCP vs. CLI Is the Wrong Fight
Discussion comparing MCP (Model Context Protocol) and CLI approaches—headline only, no detail.
3/17/2026
Show HN: Introducing Unsloth Studio
Unsloth Studio is an open-source platform with chat UI, finetuning for audio/vision/LLMs, auto data prep, code execution, and multi-platform support.
3/17/2026
Show HN: Cuckoo-GPU – A 350x faster Bloom filter alternative for GPUs
Cuckoo-GPU is CUDA implementation of Cuckoo Filters achieving 350x speedup. Lock-free GPU-accelerated data structure for high-throughput batch operations with configurable false positive rates.
3/17/2026
Forge – OSS governance plugin for Claude Code (22 agents, SDD, quality gates)
Forge is an open-source governance plugin for Claude Code that manages 22 agents with quality gates and specification-driven development workflows.
3/17/2026
Show HN: PUNK – Remote control for local Claude Code that just works
PUNK is a tool for remotely controlling Claude Code running locally on a laptop, preserving local state while enabling remote access from mobile devices.
3/17/2026
Show HN: Llamactl – Self-hosted LLM manager with OpenAI-compatible routing
Llamactl: Self-hosted LLM manager supporting llama.cpp, MLX, and vLLM backends with web dashboard and OpenAI-compatible API.
3/17/2026
Yet Another SQLite-Vector
SQLite-vector extension for approximate nearest neighbor search using HNSW indexing. Supports ACID transactions and multiple distance metrics for embedded vector search.
3/17/2026
Show HN: Antfly: Distributed, Multimodal Search and Memory and Graphs in Go
Antfly: Go-based distributed document database with full-text, vector, and graph search. Includes native ML inference via Termite service for local deployments.
3/17/2026
Show HN: I indexed 58K AI agents and built trust scores for the agent economy
Tool that indexes and ranks 58K AI agents with trust scores, enabling discovery and evaluation within the emerging agent ecosystem.
3/17/2026
Show HN: DashClaw – Intercept AI agent actions before they execute
DashClaw: middleware intercepting AI agent actions before execution. Policy-based guard rails with YAML configuration for agent action control.
3/17/2026
Automating Forecasting Question Generation and Resolution for AI Evaluation
Research on automating forecasting question generation for AI evaluation. Evaluation methodology work.
3/17/2026
3 months in production: Architecture of an autonomous AI pipeline
Production architecture patterns for autonomous AI pipelines after 3 months deployment. Technical design insights for agent systems.
3/17/2026
Show HN: Hubcap – A single Go binary to automate Chrome via CDP
Hubcap: single Go binary wrapping Chrome DevTools Protocol in 118 shell commands. Designed to enable AI agents browser automation with JSON output.
3/17/2026
Lewis 1.0 – 8B model trained on AI social data beats Sonnet on personality dvgnc
Lewis 1.0: 8B parameter model trained on AI social data. Claims performance improvements on personality metrics versus Sonnet.
3/17/2026
Praxis – an AI-native intermediate language for agentic workflows
Praxis: AI-native intermediate language for agentic workflows. 51-token symbolic language converting English goals to structured auditable programs.
3/17/2026
OpenReview: Open-source, self-hosted AI code review bot powered by Vercel
OpenReview: open-source self-hosted AI code review bot for GitHub PRs. Deploy to Vercel, powered by Claude, creates automated PR reviews.
3/17/2026
Show HN: MCP server that turns local files into a shareable link instantly
MCP server enabling AI agents to upload local files to file.kiwi for instant shareable links. No auth required, supports large files.