4/11/2026
Show HN: Hands-on course for building RL environments for LLMs
Educational course on building RL environments for training and evaluating LLMs, with practical example using Tic Tac Toe to train a small language model.
4/11/2026
Show HN: Superpowers-UML – UML-Enabled Superpowers
Superpowers-UML integrates AI agents into software development workflow using UML-driven design with Claude Sonnet.
4/11/2026
Canopy – A desktop app to manage AI coding agents across Git worktrees
Desktop app for managing multiple AI coding agent sessions across Git branches simultaneously on macOS, Windows, Linux.
4/11/2026
Why AI Coding Tools Still Feel Stuck on Localhost
Analysis of limitations in AI coding tools. Discusses how Claude, Codex fail in collaborative remote engineering vs. localhost workflows.
4/11/2026
I built a pure WGSL LLM engine to run Llama on my Snapdragon laptop GPU
Minimalist LLM inference engine in Rust and WGSL for running Llama models on any GPU without CUDA or Python dependencies.
4/11/2026
Researchers used AI to analyze 400k Reddit posts, revealing GLP-1 side effects
Penn researchers analyzed 400k Reddit posts using AI to identify unreported GLP-1 drug side effects. Published in Nature Health.
4/11/2026
Apfel Chat – Private on Device AI That Works in Airplane Mode (MIT)
Apfel Chat: on-device macOS AI chat app running Apple's model entirely locally. Supports multimodal input, no internet required, no API keys.
4/11/2026
Show HN: Lodmem – Level of Detail Context Management for Agents
LODmem: context management system for AI agents that uses background LLM to summarize data and maintain target context windows. Currently supports OpenAI.
4/11/2026
Architecture, patterns and internals of Anthropic's AI coding agent
Educational analysis of Anthropic's Claude Code agent architecture. Original pseudocode illustrations of production AI agent patterns and design.
4/11/2026
Stopping to think about the AI context
Context0 tool creates codebase documentation in plain text for AI agents to read before coding. Works with Claude, Copilot, and other AI coding tools.
4/11/2026
How to Build a Secure AI PR Reviewer with Claude, GitHub Actions, and JavaScript
Tutorial on building secure AI PR reviewer with Claude, GitHub Actions, and JavaScript. Covers safety considerations and implementation patterns.
4/11/2026
Protecting Copyright with AI
Discussion of copyright implications when AI-generated code is reviewed and integrated into human projects.
4/11/2026
I Built an AI PR Reviewer That Catches Bugs by Not Looking for Bugs
AI PR reviewer agent that catches bugs through understanding code intent rather than explicit bug detection. 9-minute technical article.
4/11/2026
Aisbf (AI Should Be Free) proxy 0.99.18 released
AISBF 0.99.18 released: modular proxy server for unified AI provider integration with intelligent routing, load balancing, and model selection.
4/11/2026
Write less code, be more responsible
Opinion essay on AI-assisted programming: discusses benefits and drawbacks of LLM-aided coding, vibe coding culture, and responsible development practices.
4/11/2026
Tabularis: A lightweight, cross-platform database client. Hackable with pkugins
Tabularis: cross-platform database client built with Tauri/React. Originally developed as AI-assisted agent experiment for tool acceleration.
4/11/2026
Give Your Agent a Canvas, Not Just a Chatbox
Create0 API allows agents to build workflows with multi-modal inputs (text, image, audio, video) through visual canvas interface with inspection and review.
4/11/2026
The Great GPU Shortage: H100 Rental Prices Up 40%
Market analysis: GPU shortage driven by Claude 4.6 Opus, open models, and capital raises. H100 rental prices up 40%.
4/11/2026
AIYO Wisper – Local voice-to-text for macOS (WhisperKit, open source)
AIYO Wisper: open-source local voice-to-text for macOS using WhisperKit. Enables offline speech recognition without external dependencies.
4/11/2026
GazeFollow from Scratch
Implementation of GazeFollow gaze detection model from NeurIPS 2015 paper using MediaPipe face detection.
4/11/2026
I built a skill manager for AI agents. The agents install the skills themselves
CLI tool for managing and distributing reusable skills across AI agent projects with GitHub integration.
4/11/2026
I built a programming language in 6 days without writing a single line of code
Programming language built via AI without manual coding, designed for human-AI collaboration with Claude and GPT integrations.
4/11/2026
The hottest Apple product isn't what you think
Apple device setup for autonomous AI assistant workflows handling browsing, account management, and task automation.
4/11/2026
My AI workflow evolved from prompts to a near-autonomous workflow
Evolution of AI coding workflow from prompt-based to autonomous context-aware workflows with automatic verification.
4/11/2026
Session-roam – Resume Claude Code conversations from any machine via Syncthing
Session-roam: P2P tool using Syncthing to sync Claude Code conversations across machines without cloud infrastructure.
4/11/2026
A3: Kubernetes for autonomous AI agent fleets
A3: Kubernetes-based platform for autonomous AI agent fleets at SAP Labs Singapore. Handles code, research, slides, patents, audits with task distribution and execution planning.
4/11/2026
Neural Computer
Research essay on whether AI can function as a computer and self-optimize its own execution.
4/11/2026
Show HN: RelayFreeLLM — Free AI Gateway with Auto-Failover (Updates)
RelayFreeLLM: open-source gateway aggregating free LLM APIs (Gemini, Groq, Mistral, Cerebras, Ollama) with automatic failover and OpenAI-compatible endpoint.
4/11/2026
Code Democracy the Big Lie
Opinion piece on whether AI coding tools like Claude Code democratize software development.
4/11/2026
Show HN: Provepy – A Python decorator that proves your code using Lean and LLMs
Provepy: Python decorator using LLMs and Lean for formal code verification. Makes formal methods accessible via English claims.
4/11/2026
Crawl Code – because prompting was a text adventure
Crawl Code: Dungeon crawler game interface for Ollama LLM interactions, providing gamified prompting experience.
4/11/2026
Hindsight – A design spec for self-improving LLM agents
Hindsight: Design specification framework enabling LLM agents to learn from mistakes across sessions and internalize lessons into permanent behavior.
4/11/2026
Show HN: Dux, a TUI Agent Multiplexer
Dux: TUI multiplexer for running multiple AI agents on same codebase via git worktrees, supporting Claude and other agent backends.
4/11/2026
Cmdgraph – Document any structural CLI for humans and agents
CLI documentation tool that recursively introspects help commands and exports structured data (JSON, Markdown, HTML) for human and AI agent consumption.
4/11/2026
Your next 10 hires won't be human
Multica: Open-source managed agents platform converting coding agents into autonomous teammates that handle task assignment, progress tracking, and issue resolution.
4/11/2026
Show HN: HyperFlow – A self-improving agent framework built on LangGraph
HyperFlow is self-improving agent framework built on LangGraph. MetaAgent automatically optimizes TaskAgent performance through feedback loops.
4/11/2026
The AI-Assisted Breach of Mexico's Government Infrastructure [pdf]
PDF document about AI-assisted breach of Mexico's government infrastructure. Minimal content provided.
4/11/2026
Show HN: Lmscan – Detect AI text and fingerprint which LLM wrote it (zero deps)
Lmscan detects AI-generated text and identifies source LLM using statistical features. Open-source, offline, zero dependencies.
4/11/2026
Enforcing new limits and retiring Opus 4.6 Fast from Copilot Pro+
GitHub Copilot Pro+ enforcing usage limits and retiring Opus 4.6 Fast due to infrastructure strain from high concurrency patterns.
4/11/2026
AMD GPU LLM Performance Testing
Performance benchmarking data for AMD GPUs running LLM inference. Tests actual hardware performance against theoretical specifications.
4/11/2026
Show HN: Palmier – Dispatch and schedule AI agents from your phone
Palmier app schedules and monitors AI agents from phone. Runs agents locally on user's machine without cloud dependency.
4/11/2026
Show HN: I forced Claude to play Tetris in Emacs
Developer stress-tests Claude with Emacs Tetris via custom elisp-eval MCP tool. Demonstrates LLM-driven REPL integration with persistent state across calls.
4/11/2026
RAG 40x faster using binary quantization (2024)
Brief reference to binary quantization technique for faster RAG systems. Lacks technical details or implementation specifics.
4/11/2026
Hormuz, an MCP-first forecasting engine for reproducible modeling
Hormuz MCP-first forecasting engine for hydrocarbon-nitrogen-water modeling. Reproducible research stack with public MCP endpoint.
4/11/2026
Dario – use your Claude Max subscription as an API (no API key needed)
Dario tool converts Claude subscription into local API endpoint compatible with multiple frameworks. Supports all Claude models with native billing.
4/11/2026
Show HN: Collabmem – the memory system for long-term collaboration with AI
Open-source memory system for persistent human-AI collaboration over extended periods. Simple installation via MCP for long-term Claude interactions.
4/11/2026
Open Source LLM Comparison – Is Opus Cooked?
Benchmark comparison of open-weight LLM models tested on identical prompts with cost and capability metrics. Tests latest frontier models on real-world tasks.
4/11/2026
Show HN: Function Calling Harness: From 6.75% to 100% (Qwen Meetup Presentation)
Function calling success rates for LLMs improved from 6.75% to 100% using structured output techniques. References EMNLP 2025 and ICLR 2025 benchmarks on nested tool calls and constrained decoding.
4/11/2026
AI Code Is Hollowing Out Open Source, and Maintainers Are Looking the Other Way
Analysis of LLM-generated code integrated into open source projects and copyright/licensing implications for project sustainability.
4/11/2026
Use Claude Max subscription with OpenClaw again
Tool to integrate Claude Max subscription with OpenClaw framework, bypassing Anthropic detection triggers.