3/9/2026
Replacing file systems with a canvas produced SOTA agent performance
Research showing canvas-based context replacement for file systems achieves state-of-the-art agent performance.
3/9/2026
Show HN: A-Life Powered by LLMs
Artificial life project using LLMs with cybernetic agents in file system environment, simulating evolution with neural network replacement.
3/9/2026
Show HN: Service marketplace for AI agents, 300 APIs and data sources
Marketplace connecting AI agents with 300+ APIs and data sources for task execution.
3/9/2026
LLMs Keep on Getting Better in Small Steps
Technical analysis of recent incremental improvements in LLM training: architectural details, optimization, and scaling.
3/9/2026
88% of companies use AI. Only 13% trained anyone how
Research shows 88% of companies use AI but only 13% trained staff. Highlights gap between AI adoption and practical knowledge.
3/9/2026
Jetbrains: Air Launches as Public Preview – A New Wave of Dev Tooling
JetBrains Air: agentic development environment in public preview. IDE designed for AI-assisted software development.
3/9/2026
Show HN: Wolf Defender, a open-weight prompt-injection detection model
Wolf Defender: lightweight open-weight BERT model for prompt injection detection and data leakage prevention.
3/9/2026
Show HN: DenchClaw – Local CRM on Top of OpenClaw
Self-hosted CRM built on OpenClaw agents for automating enterprise workflows like outbound calling and legal intake.
3/9/2026
Show HN: AriaType – Privacy-first voice keyboard with AI polish (Beta, macOS)
Local-first voice keyboard for macOS using Whisper and optional LLM polish, processing entirely on-device without cloud dependency.
3/9/2026
Show HN: A step debugger for AI agents
Step debugger tool for OpenClaw agents that simplifies tracing and understanding agent behavior through visual inspection of traces.
3/9/2026
Show HN: Skilo – Share agent skills with a link, no repo required
Tool for sharing AI agent skills via shareable links without repository requirements, supporting Claude and other AI platforms.
3/9/2026
Show HN: Screen-watching AI needs a kill switch
Desktop app using vision and MCP to give AI assistants context about user screen activity with local storage and privacy controls.
3/9/2026
Do AI coding agents improve velocity and quality?
Empirical exploration of whether AI coding agents improve developer velocity and code quality, with practical usage examples.
3/9/2026
The first AI agent worm is months away, if that
Analysis of emerging AI agent security risks, including malicious 'claw' style agents and potential AI worm threats.
3/9/2026
Let's be honest about AI Coding
Article examining effectiveness and limitations of AI coding agents for developer velocity and code quality.
3/9/2026
Show HN: Warden – access cloud APIs without giving workloads credentials
Identity-aware egress gateway replacing cloud credentials with zero-trust access for workloads and AI agents.
3/9/2026
Show HN: I had Claude rank every YC W26 startup
Claude used to rank Y Combinator W26 startups by scraping LinkedIn, press, and verifying product existence.
3/9/2026
Show HN: OpenClaw CRM, an open source CRM your AI agent can manage
Open source CRM designed for programmatic control by AI agents via OpenAPI, with skill integration.
3/9/2026
Show HN: Run autoresearch on a gaming PC (Windows and RTX GPUs fork)
Fork of autoresearch enabling AI research execution on Windows with RTX GPUs.
3/9/2026
Show HN: I built a BYOK AI gateway after a 100x Cloudflare KV cost mistake
Open source AI gateway built after cost issues, using Claude for automation in RSS-to-WordPress content pipeline.
3/9/2026
Show HN: Claude Toad scans your repo then generates your full Claude Code config
Tool that scans repositories and auto-generates Claude Code configuration files.
3/9/2026
Show HN: Bring your own prompts to remote shells
Tool that makes locally-defined prompts appear as executable commands in remote shells without SSH access for LLMs.
3/9/2026
If you are selling an AI Software product, read this
Analysis of competitive dynamics for AI product sellers in markets where LLMs are widely available.
3/9/2026
Show HN: Hebbs – a single-binary memory engine for AI agents – sub-10ms
Sub-10ms memory engine for AI agents implemented as single binary. Open source developer tool.
3/9/2026
Show HN: Sento AI – Generate landing pages from a text prompt (sento24.com)
Tool for generating landing pages from text prompts using AI.
3/9/2026
Show HN: ClawDiary – Audit log and human approval gate for AI agents (Claw, MCP
Audit log and approval gate for AI agents. Logs agent actions and blocks risky operations until user approval via Telegram.
3/9/2026
Show HN: Mallo – An iOS AI companion that remembers you and checks in daily
iOS app using LLM to extract and store long-term memories from conversations for personalized daily check-ins.
3/9/2026
Why LLM agents break when you give them 100k tools
Analysis of why LLM agents fail with large tool sets (100k+ tools) and practical limitations.
3/9/2026
Satsgate: A Lightning L402 paywall and prepaid credits for APIs/AI agents
Payment system using Bitcoin Lightning L402 protocol for API and AI agent access with prepaid credits.
3/9/2026
DropMind – a simple self-hosted memory cache
Self-hosted lightweight memory cache for personal notes, links, and files with privacy-first design for local deployment.
3/9/2026
Show HN: Crit – terminal TUI for reviewing AI-generated code and plan documents
Terminal TUI for inline review of AI-generated code and plans with comment feedback loop to agents.
3/9/2026
Show HN: Peribus – "Track hand on A, display on B, blink LED on C" – one prompt
Plan 9-inspired workspace where single prompts generate live UI and orchestrate hardware across networked machines via LLM.
3/9/2026
Building AI Coding Agents for the Terminal
Article title on AI coding agents for terminal use. Content missing; cannot assess quality.
3/9/2026
Show HN: Real-time violent action detection using computer vision
Real-time violence detection system combining object detection, pose estimation, and LSTM for suspicious action identification in video.
3/9/2026
Show HN: ClawAid – AI doctor that fixes OpenClaw in one command
Tool using Claude Sonnet to diagnose and auto-fix OpenClaw bugs by analyzing logs and system state. Runs locally with user confirmation.
3/9/2026
Show HN: Igor – Constraint Programming for Clojure
Constraint programming library for Clojure backed by MiniZinc, enabling declarative constraint-solving in functional code.
3/9/2026
Show HN: HawkDoc – open-source Notion-style editor built on Lexical
Open-source Notion-style document editor built with Lexical, using Claude for development assistance. Focuses on low-latency typing performance.
3/9/2026
I couldn't figure out Get-Shit-Done, so I let it Vibe Code its own guide
Article about using Vibe Code AI to generate documentation for Get-Shit-Done project.
3/9/2026
Giving local LLMs read-only institutional memory before task execution
Three-tier agentic system using institutional memory to prevent local LLM mistakes in code generation and task execution.
3/9/2026
Bulwark – Open-Source Server Monitoring with AI, Docker, DB Studio, and MCP
Self-hosted server management platform with AI capabilities, monitoring, Docker, and database tools. Open source.
3/9/2026
Show HN: Forge – decision logs and task graphs for AI coding assistants
Structured task orchestration tool for Claude Code that adds dependency tracking and traceability to AI coding assistants.
3/9/2026
Vigil – Open-source security ops with 6 scanners, AI agents, and MCP server
Open source security ops platform with AI agents, vulnerability scanning, and MCP server support.
3/9/2026
Show HN: Agenticly – AI Trading Partner for Crypto and US Stocks
AI agent platform for decoding on-chain crypto and stock market data to identify trading signals for retail traders.
3/9/2026
Show HN: Let LLMs anonymously report tool quality back to MCP servers
Protocol-level mechanism for LLMs to report anonymized feedback on MCP server tools to maintainers.
3/9/2026
Show HN: Overture – A visual plan interceptor for AI coding agents
Visual plan interceptor and debugger for AI coding agents to review generated plans before execution.
3/9/2026
InferShield v1.0 – Zero-Custody OAuth Proxy for AI Workflows
Zero-custody OAuth proxy detecting prompt injection and data exfiltration in LLM inference. Session-aware multi-step attack detection.
3/9/2026
MCP Won't Solve Enterprise AI Integration (We're Missing a Layer)
Analysis of MCP limitations for enterprise integration. Discusses challenges building gateway for 30K employees using Copilot/Claude with MCP tools.
3/9/2026
Show HN: Signed receipts for agent actions
PEAC standard for signed receipts and verifiable interaction records in AI agents. Includes portable evidence bundles for offline verification.
3/9/2026
Show HN: Beta-Claw – I built an AI agent runtime that cuts token costs by 44%
AI agent runtime reducing token costs 44% via TOON format. Routes across 12 providers with function calling and agent orchestration.
3/9/2026
Show HN: ClawGuard – Detect 42 prompt injection patterns in <10ms
CLI security scanner detecting 42 prompt injection patterns in <10ms for AI agents. Prevents code execution exploits and data leaks.