How I Pick AI Subscriptions by Budget and Role
Before you compare prices, decide whether you code for work. The same budget buys a completely different stack for builders and non-builders.
← Back
Blog
Simple thoughts on building, designing, and shipping
Kimi K3 Just Beat Fable 5 on Agent Benchmarks
Moonshot's open-weight giant is matching frontier agent scores at Sonnet 5 prices, and the weights land July 27. Here is what actually changed.
If You Want an Agent Transition, Spend Time on Initial Setup
Boris Cherny's note on automation matches what I have been telling teams for weeks: the leverage is encoding judgment into infrastructure, not burning tokens on the same bug forever.
Starting Codex? Open This Guide First
I keep a living Codex Vible for install, settings, App vs Web, and how it differs from ChatGPT, because the product ships updates faster than most people can relearn it.
What I Told Huddling Club About Two Months as a Solo Builder
Your own channel, a work harness, and documented taste matter more than raw token spend. Notes from a weekend talk with other builders.
Builders Are Already Patching Codex for Performance and Quota
Two structural issues in Codex defaults cut reasoning short and explode agent trees. Here is what I measured and the config.toml changes that fixed both.
I Mean This Bluntly: Humans Have Less Work Left in the Loop
Orchestrators absorb more execution; the scarce skill is directing systems.
Claude Code Was Billing Tens of Thousands of Hidden Tokens Per Turn
Matt Pocock's method: run /context, rank tool payloads, then trim settings.json with disable flags and bare tool-name denies so unused definitions stop riding every message.
Mac Voice Typing Update: Less Heat, Less Lag, No Cloud Leak
Local voice input follow-up — privacy and latency without a paid wrapper.
Sending Code as Images Cut Token Cost About 60%
Dense pixel fonts pack ~40k characters into one Anthropic image bill. pxpipe production logs show ~59% savings, with caveats: Fable 5 only, and keep IDs as text.
Contact
Every connection matters to me.
Feel free to reach out anytime.