Show HN: Llmdoc – annotate codebase with LLM summaries only re-scan what changed
CLI tool that adds LLM summaries to codebase files and intelligently re-scans only changed files to reduce token costs.
CLI tool that adds LLM summaries to codebase files and intelligently re-scans only changed files to reduce token costs.
OnCallMate: autonomous AI agent for Docker incident detection and RCA, monitoring containers, detecting anomalies, and suggesting fixes via function calling.
Real-time monitoring dashboard for API calls between AI coding agents (Claude Code, Codex CLI) and their APIs. Network inspection tool for agent debugging.
WebGPU library providing NumPy-like API for GPU arrays in browser with fallback to WebGL2/CPU. 160KB, zero dependencies, includes FFT and attention operations.
Tmux wrapper (ccmux) for managing multiple parallel Claude Code sessions with unified UI sidebar and shared git worktree management.
VS Code AI copilot enforcing structured specs with review-first workflow requiring human approval before code patches are applied.
Persistent memory system for AI agents in Rust with Python CLI. SQLite backend storing text, vector embeddings, and metadata with hybrid search. No cloud dependency.
Vim/Neovim plugin integrating Claude CLI for AI-assisted development workflows including code refactoring, test generation, and commit message improvement.
Discussion question about git branching strategies when managing multiple concurrent AI agent instances across terminal sessions.
Smidge converts source materials into production-ready agent skills compatible with Claude, Cursor, and 30+ AI agents using source-aware extraction.
Research on LLM agent output consistency: running same agent multiple times produces different results despite identical inputs.
Nanograph is an on-device graph database designed for AI agents.
Git-stint automates workflow management for multiple parallel AI coding agents on shared repos, preventing git collisions with isolated sessions.
AI-powered feedback widget for Next.js that converts user chat into GitHub issues and autonomous agent implementations with self-learning.
Research on compiling plain English security policies into deterministic guardrails for autonomous AI agents without runtime LLM involvement.
Graph-based memory system for AI agents using NER and PageRank for zero LLM cost context management. Open-source Memgraph integration.
Machine learning research on on-policy prediction with function approximation using balance and visitation equations.
MCP server using tree-sitter dependency graphs to reduce token costs in AI coding agents by 58%. Includes benchmark results on Claude with 42 test executions.
Article arguing Go's concurrency model, performance, and deployment simplicity make it ideal for building AI agents.
Rust CLI tool for Git commits with LLM integration supporting multiple providers (Groq, OpenAI, Anthropic, Gemini). Follows Conventional Commits and Gitmoji standards.
Discussion of self-sustaining codebases where agents autonomously fix bugs, add features, refactor code, and manage dependencies without human intervention.
Open-source CLI orchestrator for multi-agent workflows combining Claude Code and Codex with planning, execution, and review loops.
Open-source tool for observability of AI agents using OpenTelemetry, Grafana, and bash hooks for monitoring and debugging.
Independent monitoring of LLM API reliability comparing latency metrics across Google Gemini, Anthropic Claude, and OpenAI GPT models.
Valkey-powered semantic memory layer for Claude Code sessions enabling context retrieval without repeating information.
workz: Tool automating git worktree setup for multi-agent parallel execution with automatic dependency/env detection and fleet mode.
Security audit of 2,857 Agent Skills found 12% contained malicious code. Analysis of supply chain risks in agent ecosystem.
Grafos tool converts Terraform code to interactive visual graphs with AI assistance for compliance enforcement using natural language policies.
Browser-based AI cloud computer called Gipity with persistent state, terminal interface, and programmable workspace. OpenClaw-inspired approach.
Open-source habit tracker using LLM as interface and coach. JSON-native, deterministic sprint-based engine designed for LLM-first workflows.
Lysium: control plane for agentic software delivery integrating GitHub and Devin API to parallelize agent work on issues/PRs.
Open-source C++ plugin exposing 37 tools and 200+ operations via REST API, giving LLMs read/write access to Unreal Engine 5 projects.
iOS speech-to-text app using whisper.cpp and Apple Speech models with source code available. Early-stage consumer app.
Tensor Spy is a browser tool for inspecting NumPy and PyTorch tensors locally without uploading data, built using agentic coding.
Open-source Product Model: MDX-based grammar for product specifications with typed validation and JSON AST output bridging PRDs and code.
Local AI tool that logs terminal commands/output to SQLite and enables natural language queries. Uses Anthropic API optionally, fully private by default.
btrc: statically-typed language transpiling to C11 built with AI assistance. Demonstrates AI-assisted language design with formal specifications.
Ask HN discussion on monitoring output quality of LLM-powered features in production when traditional error tracking doesn't apply.
Keep is an open-source memory system for AI agents based on reflection and iteration. Benchmarked with LoCoMo evaluation framework.
Opinion piece discussing AI capabilities for code review versus code generation. Light on technical substance.
Open-source AI trust control plane for LLM deployments with compliance documentation, audit trails, and automated human review escalation. Based on CognOS epistemic scoring.
Title only: Claude Code NPM package downloads increased 50% recently.
Title only: Budget controls and approval UI framework for autonomous AI agents.
Title only: Vercel deployed AI sales agent replacing 10 SDRs with 1 agent in six weeks.
Title only: Framework for monitoring and controlling OS resource usage by AI agents.
Proposal for integrating ML models into Linux kernel subsystems for configuration and logic optimization through data collection, training, and inference phases.
EvoAgents is an open-source framework where multi-agent systems automatically improve their own prompts through LLM judges scoring failures and patching skills.
Anthropic accuses Chinese AI labs of using distillation technique on Claude to steal agentic reasoning, tool use, and coding capabilities.
Multi-agent system simulating 535 AI-powered Congress members debating and voting on bills following real legislative procedures.
dbcli: Database CLI tool optimized for AI agents to query, profile, and understand database schemas and relationships.