2/21/2026
Show HN: Cmcp – Aggregate all your MCP servers behind 2 tools
cmcp proxy aggregates MCP servers for AI agents, reducing context overhead by exposing search() and execute() tools instead of 100+ individual tool definitions.
2/21/2026
Show HN: Real-time messaging between Claude instances
Real-time messaging system enabling direct AI-to-AI communication between multiple Claude instances via HTTP message bus.
2/21/2026
Show HN: New kid on the block: meet Ajime, robotics CI/CD next-gen platform
CI/CD platform for robotics and edge computing with drag-and-drop pipeline building. Developer tool for specialized domain.
2/21/2026
Conference with AI -written paper submissions only
UCLA finance research conference where AI-written papers are evaluated by AI agents, testing AI's capability in academic research workflows.
2/21/2026
Show HN: GenPPT AI – Turn any idea into professional slides in seconds
GenPPT AI tool powered by Claude that generates professional PowerPoint presentations from text descriptions.
2/21/2026
The No-BS Guide to AI Video Creation at Scale
Guide on cost-effective AI video production at scale, discussing 80/20 approach to mixing AI and traditional video content.
2/21/2026
Show HN: Secure-by-default OpenClaw on Ubuntu with verifiable security reports
Security hardening kit for OpenClaw deployment on Ubuntu with verification reports.
2/21/2026
Lots of AI SRE, no AI incident management
Analysis of AI SRE tool market showing vendors adding AI capabilities for incident management and operations.
2/21/2026
Show HN: Using classic dev books to guide AI agents
Structured skill files based on software engineering principles to guide AI agents in code review.
2/21/2026
Using in browser local inference in Production
Browser-based local LLM inference using Chrome's Gemini Nano for email subject line generation.
2/21/2026
Show HN: DomeAPI (YC F25) was acquired. pmxt is the open-source equivalent
Open-source unified API for cross-market prediction market trading and quantitative models.
2/21/2026
AoE 2 Build Order as an Eval for LLM's
Age of Empires 2 build order evaluation as LLM benchmark. LLM evaluation methodology but limited technical details.
2/21/2026
Show HN: MBC – AI agent orchestration for Laravel
MBC orchestration framework for AI agents in Laravel. AI agent tool for developers with limited detail.
2/21/2026
Ruby Is the Best Language for Building AI Apps
Ruby advantages for shipping AI applications via API calls over Python. Analysis of language choice for LLM application development.
2/21/2026
Formula: A VST for coding custom DSP inside your DAW
Formula is a VST plugin for writing custom digital signal processing code within digital audio workstations.
2/21/2026
Ask HN: How would you distribute a privacy-first AI chat for teams?
Open-source privacy-first AI chat system with mobile client and end-to-end encrypted backend using TEE enclaves. Seeking distribution advice.
2/21/2026
Enable automatic coverage workflow setup
GitAuto automatically detects language/framework and opens PR with configured CI coverage workflow setup.
2/21/2026
Show HN: Mukoko weather – AI-powered weather intelligence built for Zimbabwe
Weather intelligence platform for Zimbabwe using AI to generate localized forecasts for agricultural/mining sectors without infrastructure coverage.
2/21/2026
Show HN: AI Code Review Agent – Automated PR Reviews with Google ADK and Gemini
Production-ready AI agent for automated GitHub PR reviews using Google ADK and Gemini 2.5, analyzing code for security/performance issues and posting feedback.
2/21/2026
Let's Burn Some Tokens – AI Chatbot Cost Exploitation as an Attack Vector
Technical exploration of cost exploitation vulnerabilities in AI chatbot APIs deployed without proper cost controls, demonstrating attack vector feasibility.
2/21/2026
AI Fatigue: Why the "Test Only, Zero Code Review" Methodology Is Flawed
Analysis of developer fatigue from AI code generation, arguing that reviewing inconsistent AI output creates context-switching burden and prevents flow state.
2/21/2026
Show HN: Script Snap – Extract code from videos
Tool to extract code snippets from YouTube videos using AI, addressing friction of scrubbing through video content to find specific code examples.
2/21/2026
We built an economy for SpaceMolt, the realtime MMO for AI agents
SpaceMolt MMO simulates realistic economy with 2,300 AI agents as players. Supply/demand pricing and scarcity emergent from agent behavior.
2/21/2026
Show HN: Claude Chrome Parallel – Ultrafast Parallel Browser MCP for Chrome
Chrome Model Context Protocol (MCP) enabling Claude to control 20+ parallel browser sessions with preserved logins/cookies, eliminating authentication overhead.
2/21/2026
The Fundamental Limits of LLMs at Scale
ArXiv Labs framework description with limited technical content visible; appears to be platform announcement rather than research article.
2/21/2026
A man who triggered the AI explosion(2020) – Alex Krizhevsky [video]
Video link about Alex Krizhevsky's role in deep learning advancement; minimal context provided.
2/21/2026
How to Use Goosetown for Parallel Agentic Engineering
Guide interpreting Steve Yegge's 'Gas Town' post on parallel agentic engineering patterns, explaining multi-agent orchestration concepts.
2/21/2026
Understanding LLM from scratch Using middle school math
Self-contained explainer of LLM mechanics and Transformer architecture using only middle school math, building up from first principles.
2/21/2026
Hardware LLM at 16K Tokens/s
Hardware benchmark demonstrating 17k tokens/second throughput for Llama 3.1 8B on Taalas silicon, comparing against competing inference accelerators.
2/21/2026
With Nvidia's GB10 Superchip, I'm Running Serious AI Models in My Living Room
Hands-on series about running serious AI models locally on Nvidia GB10 superchip in a Dell workstation.
2/21/2026
Show HN: JVBar CIS Benchmark scanner and remediation script generator
PowerShell tool for automating CIS Benchmark compliance assessment and remediation script generation on Windows servers.
2/21/2026
MCP Servers Reaches 79K GitHub Stars
Analysis of Model Context Protocol reaching 79K GitHub stars as industry standard infrastructure for AI integrations.
2/21/2026
Show HN: Assay – Found 250 bugs in LiteLLM, LobeChat via AI code verification
AI code verification tool that found 250 bugs in LiteLLM and LobeChat, demonstrating automated bug detection.
2/21/2026
Excessive token usage in Claude Code
Bug report about excessive token usage in Claude Code IDE after version 2.1.1 update.
2/21/2026
They Do Mean the Effect on Jobs
News roundup discussing job impact projections and AI timeline predictions, including Claude Sonnet 4.6 release.
2/21/2026
Show HN: CRTX – AI code gen that tests and fixes its own output (OSS)
Open-source CLI tool for AI code generation with integrated testing, self-fixing, and multi-model verification pipeline.
2/21/2026
Klarna's shift to AI agents threatens traditional SaaS valuations
Opinion piece on how AI agents could disrupt traditional SaaS business models and enterprise software valuations.
2/21/2026
Ask HN: Can RAG be used for recommendation system?
Question about using RAG (retrieval-augmented generation) to build a privacy-preserving customized recommendation feed system.
2/21/2026
Unlocking full-body human motor learning at scale
Open-source framework for motion imitation learning using muscle-actuated humanoid models with physiological realism.
2/21/2026
Show HN: Velo – Open-source, keyboard-first email client in Tauri and Rust
Local-first keyboard-driven email client built with Tauri and Rust, emphasizing privacy and offline functionality.
2/21/2026
Napkin Math
Techniques and numbers for estimating system performance from first principles, with examples like memory read speeds and storage cost calculations.
2/21/2026
Cord: Coordinating Trees of AI Agents
Cord framework for coordinating trees of dependent AI agent tasks with parallelism and context flow, addressing multi-agent orchestration.
2/21/2026
India's Sarvam 105B LLM tops OCR benchmarks
Sarvam's 105B LLM model achieves top OCR benchmark performance.
2/21/2026
Show HN: I built a 55K-word email marketing knowledge base and Claude Code skill
Developer built 55K-word email marketing knowledge base and Claude Code skill leveraging accumulated domain expertise.
2/21/2026
Little PAIPer – Learn computer science through Peter Norvig's teachings
Educational resource based on Peter Norvig's computer science teachings.
2/21/2026
Show HN: Universal ROS bridge for AI agents – control robots with LLMs
Open source tool providing universal ROS bridge to connect LLMs and AI agents to robots with type-safe message generation.
2/21/2026
The last-mile data problem is stalling enterprise agentic AI
Analysis of data quality challenges blocking enterprise AI agent deployment; discusses 'golden pipelines' as infrastructure solution.
2/21/2026
Claws are now a new layer on top of LLM agents
Brief mention that claws are a new layer abstraction for LLM agents.
2/21/2026
Claude Code's compaction discards data that's still on disk
Bug report: Claude Code auto-compaction loses user data mid-task despite full transcript remaining on disk.
2/21/2026
Show HN: Give your OpenClaw agent a face and voice with LiveKit and LemonSlice
Weekend project adding voice and video interface to OpenClaw agent using LiveKit, Deepgram, and ElevenLabs.