Tag
#ai
17 posts
- Eval: eforge harness backends AI-assisted Two eforge backends under identical model routing. Token cost replicates across runs. Behavioral metrics don't - and a post written after one run would have been wrong.
- The Open Source Alternative AI-assisted Factory AI ships Missions. I'd already built the open source version - from a different direction, with a different answer to what quality means.
- The Flinch AI-assisted Everyone flinches at the moment they're supposed to let go of the code. The skill that matters now is planning well enough to trust the handoff.
- What a Cheaper Model Actually Costs AI-assisted The policy that governs my primary dev workflow lives in an X reply. That's its own kind of vendor risk.
- The Hill AI-assisted Information asymmetry, the bitter lesson, and what stays durable when models keep getting smarter.
- The Handoff AI-assisted Abstracting away the build phase: learning to plan full time.
- What the Diff Already Knows AI-assisted An LLM reading a git diff cold can classify the nature of the work - feature, rework, refactor - with a granularity that file-level metrics can't touch.
- What the Numbers Show AI-assisted I've been tracking machine hours, session concurrency, and code rework across my agentic workflows. The most useful thing the data surfaced wasn't about the machines.
- From Assisted to Agentic AI-assisted AI tool adoption is nearly universal among engineering teams, but the workflows underneath haven't moved.
- The Layer Above AI-assisted The Codex-vs-Claude-Code debate is comparing the wrong layer.
- A Higher Gear AI-assisted AI agents promise to clear the noise from daily life. The temptation is to fill the space with more ambition, not more presence.
- Finding the Edge of AI Trust AI-assisted What happens when you over-trust your AI agents and misdirect a client's leadership team.
- Outsourcing the Thinking AI-assisted What happens when AI-generated artifacts substitute for human judgment - and the falls are too slow to feel until they've already happened.
- Expedition, Excursion, Errand AI-assisted A methodology for solo developers using AI agents - when to plan deeply, when to parallelize, when to iterate.
- Building for Communities You Belong To AI-assisted What happens when you use your skills to build software for a community you're already part of.
- The AI Consultant's Window AI-assisted There's an opportunity for consultants who can wield AI coding tools. The question is how long it stays open.
- The Disposable Software Era AI-assisted When building software becomes cheaper than buying it, the economics of SaaS start to look different.