How omp Runs Subagents Differently
Most coding agents treat a subagent as a nested chat that returns prose. omp gives workers typed results, direct peer messages, and safer shared-file edits.
Blog
Thoughts on data engineering, GenAI, distributed systems, and software architecture. Views expressed here are my own and do not represent my employer. RSS
Recent writing
Pi Agent: The Minimal Harness That Became My Multi-Tool Glue
After 2 months switching between Claude Code, Codex, Gemini CLI, and Pi Agent for different coding tasks, Pi's 'primitives not features' philosophy turned it into the connective tissue between heavier tools.
Tau: The Open-Source Agent You Read Like a Textbook
HuggingFace's Tau is the first coding agent built to be understood. Its 200-line loop confirms what I suspected after 2+ years inside Claude Code, Cursor, and Codex: the architecture is universal, the magic is in the harness.
Taste Skill: Teaching AI Agents to Stop Building the Same Purple Landing Page
Every AI coding agent produces the same Tailwind + Inter + gradient hero. Taste Skill is an open-source framework that encodes design taste into portable SKILL.md files, turning generic UI slop into intentional, high-end frontends.
Agentic vs Agentive: The Paper That Gets Agency Right and Accountability Wrong
CMU's Critique of Agent Model gets the taxonomy right. Most AI agents are orchestrators, not autonomous systems. But 40+ pages pursuing true autonomy and barely a mention of institutional accountability reveals the field's real blind spot.
Archive
2026
- Formal Verification: The Proof Oracles Your AI Agent Doesn't Know It Needs
- Dissecting AI Agent Memory: A Practitioner's Postmortem on mem0
- Ponytail: Teaching AI Agents to Write Less Code (and Why It Works)
- Headroom: The Missing Layer Between Your Agent and Your Wallet
- Stop Prompting for Diagrams: Two Skills That Actually Work
- The GAN Pattern for Agents: Why Anthropic Stopped Letting Models Grade Their Own Work
- Generative UI: The Missing Layer That Kept AI Apps Trapped in Chatboxes
- MicroVMs: The Data Isolation Layer AI Agents Have Been Missing
- Stop Adding AI to Your Product. Start Deleting Everything It Replaces.
- Claude Code in Large Codebases: What Anthropic Got Right and What They Left Out
- The Unreasonable Effectiveness of HTML as AI Output
- Harness Engineering: Stop Blaming the Model, Fix the Environment
- DESIGN.md: The Missing File Between AI Agents and Consistent UI
- Claude Code's Source Got Leaked. Here's What Agent Builders Should Actually Learn From It.
- 15 Patterns That Keep Production AI Agents From Burning Down Prod
- Anam vs Tavus vs Hedra vs Simli: Choosing an AI Avatar Platform That Actually Looks Human
- Escaping AI Slop: Comparing Design Copilots From Skills to Figma Plugins
- Why Compound Engineering Is My New Default for Claude Code
- LiveKit vs Pipecat: One Feels Like Stripe, the Other Feels Like Airflow
- GSD vs SpecKit, BMAD, and Compound Engineering: Picking the Right AI Coding Framework
- Pros Don't Vibe, They Control: What Developers Reveal About AI Agent Use
- grep Is Not BM25: The Difference Between Pattern Matching and Retrieval
- Dense vs Sparse Retrieval: Why Your Vector-Only Search Is Missing 25% of Results
- Multimodal RAG: You Don't Need CLIP (Until You Do)
- How Claude Code Actually Works Under the Hood
- Workflow vs Agent vs Multi-Agent: The Architecture Decision Nobody Explains
- What Is an AI Agent? The Definition War That Reveals Our Industry's Confusion
- RAG for Dummies: What Nobody Tells You About Building Search That Works
- UV: The Python Tooling That Makes pip Feel Ancient
- The Rust Rewrite: Modern Developer Tools I Lean On in 2026
- 5 Underhyped Claude Code Tips That Actually Ship Code
- Browser extensions: Plasmo Has 12k Stars. I'm Still Recommending WXT
- Stop Adding Redis: Fix Your Missing Postgres Indices First
- The Fish Shell Terminal Stack: From Slow to Fast
- How Claude Code's Interview Mode Changed My Workflow
2025
- Claude Code: Things That Made Me Switch from Cursor
- Beyond the Sci-Fi Brain: 6 Design Patterns That Power Real AI Agents
- The Hard Parts of Voice AI: Latency, Prompts, and the Pink Elephant Problem
- Debugging a 500 Internal Server Error in Kubernetes: A Detective Story
- I Built a $500 SaaS Boilerplate in 5 Days (And Made It Free)
- Building Voice AI Agents: Why Text Platforms Can't Just 'Add Voice'