An engineer musing in the clouds

Do you think days are shorter post-COVID 🦠?

I'm trying to make the most of it by writing about my thoughts and strong emotions and such.

Featured

• Opus 4.8: The Model Learned to Doubt Itself

  Published:May 31, 2026 |  at 04:00 PM

  First impressions of Claude Opus 4.8 from real work: the honesty upgrade is the real story, the benchmarks are a sideshow, and the one place it still trips is — ironically — knowing when to do one thing at a time.

• The Missing Tier: AI Orchestration for People Who Aren't Enterprises

  Published:May 27, 2026 |  at 03:00 PM

  Every serious AI orchestration platform — LangGraph, Temporal, AgentCore — assumes a platform team. There's a tier of builder underneath with the same problems at a tenth of the scale, and they've been stuck.

• Harness as a service: ship the model, not the scaffolding

  Published:May 8, 2026 |  at 12:00 AM

  Most of your AI app isn't the model — it's the harness around it. Tool loops, streaming, sessions, audit, scheduling, integrations, interop. Grove ships that runtime as a service.

• The Case for Autonomous Agent Orchestration

  Published:Mar 6, 2026 |  at 06:00 PM

  Most AI agent setups die after one session. The patterns that make autonomous agents actually work long-term — cycle-based invocation, admin/worker separation, sleep-first design — look nothing like what you'd expect.

Recent Posts

• Ideas Are the New Code

  Published:Jan 16, 2026 |  at 10:54 PM

  As AI makes code generation increasingly accessible, the real value in building software is shifting from implementation to ideation. The developers and businesses that thrive will be the ones with the best ideas, not necessarily the best keystrokes.

• AI Hesitation and Small Business Reality: A Grounded Response

  Published:Jan 12, 2026 |  at 04:00 PM

  A recent Entrepreneur article warns that hesitating on AI could make you obsolete. The urgency is real, but small businesses need practical guidance, not fear. Here's a more grounded take.

• RAG Beyond Chunks: Why Context Gets Lost in Traditional Retrieval

  Published:Jan 10, 2026 |  at 03:30 PM

  Most RAG systems treat documents like a pile of text snippets. But real understanding requires more than chunks. Here's why multi-view retrieval changes everything for document Q&A.

• What It Actually Means to Build AI Solutions

  Published:Jan 9, 2026 |  at 07:30 PM

  Building AI solutions for small businesses isn't about deploying the fanciest models. It's about understanding the problem, choosing appropriate technology, and delivering something that works without constant babysitting.