Show HN: Limelight – Let your AI see what your app does at runtime
Open-source SDK capturing runtime app state (network requests, logs, state changes) to provide AI coding assistants with actual context via MCP protocol.
Open-source SDK capturing runtime app state (network requests, logs, state changes) to provide AI coding assistants with actual context via MCP protocol.
Opinion post questioning gaps in AI safety and ethics discussions.
Webact is a token-efficient browser control library for LLM agents using Chrome DevTools Protocol instead of DOM dumps.
Generic startup advice about avoiding assumptions. No technical content.
Anthropic launches Claude for Open Source program offering six months of free Claude Max 20x access to qualifying maintainers.
Brief mention of extracting code review rules from 4,668 PR comments to automate Pydantic AI code review.
Incident postmortem documenting outage investigation process during degraded ingest system.
MCP-compatible headless Obsidian Sync client enabling AI assistants to read, search, and edit vault notes through natural language.
Open-source safety tool that blocks Claude Code from shipping breaking changes with semantic diff detection and automatic fixing.
Study finds AI-assisted developers release more code but work longer hours debugging AI-generated bugs and production issues.
Brief mention of Qwen 3.5 open-weight vision models processing live video at 200ms.
Research on open-source AI coding agent showing improved results when using voice input/output compared to text-based interaction.
Research paper shows LLMs can de-anonymize Reddit and Hacker News users by analyzing their discussion patterns and behavioral fingerprints.
Claude Code skills and commands for iOS/iPadOS/watchOS development via plugin. Developer tool for LLM-assisted coding.
TrustLoop provides real-time policy enforcement and audit logging for AI agents to ensure safe execution.
Lightweight open-source tool converting natural language to shell commands using LLMs with safety confirmation before execution.
Computer Use Protocol enables AI agents to perceive and interact with desktop UIs, extending agent capabilities beyond text.
Avery is an AI coding assistant claiming to provide structured support for production software compared to other code generation tools.
Open-source agentic guardrails framework with deny-by-default policies, cryptographic audit logs, and deterministic replay for AI agent safety and compliance.
Research study testing 13 LLMs for willingness to commit academic fraud. Finds all can be exploited but some resist better than others.
Network-AI adds a coordination layer for multi-agent systems with atomic blackboard state management, permission gating, and token budgets across framework adapters.
PRScope automates code reviews on GitHub PRs using AI models. Uses your own API key and model with no vendor lock-in.
Technical explanation of Vulkan memory barriers and image layouts. Clarifies misconceptions in graphics programming.
Integrates Codex AI agent into Clojure REPL to speed up development iteration. Addresses Clojure startup time issues.
TrAIn of Thought: UI for non-linear LLM conversations with branching, thread history, and arbitrary checkpoint creation.
Discussion thread about Claude's LaTeX rendering issues compared to ChatGPT.
Browser-based implementation of Karpathy's microGPT. Train small transformers client-side on custom datasets, visualize loss curves.
eBPF-based CLI tool captures stdout/stderr from running processes without overhead. Useful for cron jobs and service managers.
Crossview React dashboard for managing Crossplane Kubernetes resources. Infrastructure-as-code visualization.
Opinion piece about teaching English in a classroom while navigating ChatGPT adoption. Personal narrative, limited technical depth.
Qwen 3.5 Small LLM running on-device on Android phones ($200-300). Offline text generation, vision, image gen, tool calling.
Node.js skill connecting AI agents (Claude Code, OpenClaw) to Google Search Console API for live SEO analytics and optimization.
Livekit-monitor Rust+React dashboard for self-hosted LiveKit instances. Tracks rooms, sessions, activity.
Inkwell lightweight portable Markdown editor for Windows, macOS, and Linux.
Research on token entropy as independent signal in LLM embeddings for inference optimization across GPT-2 and Qwen models.
Opinion piece criticizing LLM-generated code quality with anecdotal example of broken PR submission.
Polyscope IDE designed for agent-first development. Limited details provided.
Introductory website teaching AI basics and categorizing AI tools by use case.
AI content automation tool converting blog posts to social/video content, achieving 6x reach with 1/4 time investment.
LOAB benchmark testing AI agents on real lending workflows with regulations and policy constraints.
SkyDiscover framework for AI-driven scientific and algorithmic discovery using LLM-driven evolutionary search, achieving SOTA on 200+ tasks.
HN discussion asking whether to buy MacBook Pro M5 with high RAM for running local LLMs.
Technical learnings from 4-month spreadsheet AI agent project showing REPL-based dispatch outperformed constrained tool interactions.
Memobase universal memory platform addressing lack of standard memory protocol across AI tools, enabling cross-platform memory sharing.
Piku PaaS enables git push deployments to personal servers. Lightweight alternative to dokku.
Title only, no content. Likely general learning path recommendation.
Envio: CLI tool for managing encrypted environment variable profiles. Secure credential management for projects with pre-built binaries.
How to SEO: AI tool generating content clusters (pillar + supporting articles) for SEO. Automated content generation and publishing platform.
OpenAI teases GPT-5.4 release. Vague announcement without technical details.
RLC Pro: enterprise Linux distribution marketed for AI era. Infrastructure platform announcement with minimal technical details.