AI Agents
Curated collection of thoughts and builds centered around AI Agents.
Written Content
AI Agents Automation
11 min Sonic Phoenix: Bringing 7,246 Forgotten Songs Back from the Dead
How my child's request to hear my childhood music turned into a seven-phase pipeline that fingerprinted, sorted, enriched, and synced a 30GB library to Spotify - then handed it to an AI skill for on-demand playlist curation.
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Hardware AI Agents
8 min The Raspberry Pi Master: Your 24/7 Lab Assistant
Why my Pi isn't just for hobbyist projects, but serves as the always-on utility and IoT bridge for the Gekro Lab.
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Architecture AI Agents
10 min The Architecture of a Lab: Splitting Brain from Body
Why monolithic web frameworks fail for AI engineering and how I built a distributed, agent-first architecture for Gekro.
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Setup AI Agents
9 min Zero to Agent: My First Autonomous Loop
The moment I stopped writing scripts and started building systems that sense, think, and act without my permission.
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Daily Briefings 21
- Claude Code Auto Mode becomes default; agent energy consumption tracked at 600x chat baseline
- AMD Acquires Taalas for On-Chip Model Weights; Agent Plugin Standard Reaches 1.0
- Liquid AI Releases On-Device Agentic Model; Microsoft Open-Sources Unit-Test Agent
- NVIDIA Releases Alpamayo 2 Super Open Vision-Language-Action Model; CopilotKit Open-Sources Channels SDK for Agent Deployment
- Y Combinator open-sources QM multiplayer agent harness; MiniMax H3 becomes first open model to top video ranking
- OpenAI cuts GPT-5.6 Luna pricing 80%; Google DeepMind releases Gemini Robotics 2 models
- Token Saver MCP cuts PDF costs 90-99%; Moonshot open-sources MoonEP for MoE training
- Microsoft releases MAI-Cyber-1-Flash model; Moonshot opens Kimi K3 weights and AgentENV infrastructure
- Cursor's Agent Swarm Achieves 100% SQLite Rebuild; Black Forest Labs Releases FLUX 3 Multimodal Model
- Open Dreamer Ships Dreamer 4 Reproduction; Sakana AI Releases Fugu-Cyber Orchestration Model
- Anthropic releases Claude Opus 5 at unchanged pricing; Datalab Marker v2 benchmarks document processing
- Moonshot ships 2.8T Kimi K3 open weights; Hugging Face discloses AI-agent intrusion
- Thinking Machines releases Inkling open model; PrismML compresses 27B reasoning model to iPhone
- xAI ships Grok 4.5 at $2/M for coding agents; DeepSeek builds inference chip
- Anthropic extends Fable 5 access through July 19 as OpenAI lifts limits on higher tiers
- OpenAI ships gpt-realtime-2.1 with 25% lower voice latency; Fable 5 moves to usage credits
- Z.ai's GLM-5.2 beats Claude Code on Semgrep security benchmarks; MCP beta SDKs drop
- Google open-sources DiffusionGemma 26B; OpenAI ships scalable memory update
- Anthropic ships Claude for iOS 27 Foundation Models; Gemini Enterprise mandates Flash
- AI lab CEOs back DNA screening law; LLM worm spreads to 74% of test network hosts
- GitHub Copilot shifts all plans to usage billing; MiniMax M3 open-weight model launches