Builder log.
26 entries. Every one shows the work — the build, the breakage, the receipts.
- 2026-05-08Why every post lives here first
YouTube, X, LinkedIn — all rented. lucface.com is the hub. Every spoke links here.
#content#hub-and-spoke#owned-platforms#canonical-anchor - 2026-05-07I shipped a Next.js 16 site to production in a day
One day, one repo, one production deploy. Here's what was on the plate and what actually went live.
#nextjs#vercel#neon#sd-ai-studio#stack-reveal - 2026-05-06A misleading kernel error and a 134,665-restart loop
Lux PC hard-rebooted. The kernel logged a hardware error. The hardware was fine.
#incident#comfyui#systemd#lux#postmortem - 2026-05-05The 2x2 I use to fork past decisions
Counterfactuals aren't thoughts. They're places. Build a worktree for the alternate timeline.
#counterfactual#decision-making#llm-wiki#scenarios - 2026-05-0550 RSVPs and a hard cap of 100 — Sharathon scarcity math
48 RSVPs eight days out. Goal is 80. Hard cap is 100. The math that decides when to bump.
#sd-ai-studio#sharathon#events#scarcity - 2026-05-04I built Karpathy's memory paradigm in a weekend
Append-only frontmatter wiki. LLM-as-retrieval, not cosine. Different paradigm from vector search — they ship together.
#llm-wiki#memory#agents#karpathy#decision-memory - 2026-05-01When a one-pass review beats a three-pass review
I built three perfection-pass commands. The expensive one isn't always the right call. Here's the budget I use.
#code-review#agents#perfection-passes#claude-code - 2026-04-30I run 4 production sites on Vercel and Neon free tiers
Total monthly infra cost for 4 production sites: about $0. Here's where the free tier ends.
#vercel#neon#free-tier#infra-cost - 2026-04-29The stack reveal — my favorite content format
Show the whole system on one screen. Don't worry about it being impressive enough. It is.
#content#signature-moves#youtube#format - 2026-04-28When 1M context actually beats agent retrieval
Long context isn't a substitute for retrieval. It's a substitute for some retrievals.
#context-window#retrieval#claude#agents - 2026-04-27I bridged my Mac and Linux PC with Tailscale and a few shell scripts
Two machines, one mesh network, one always-on gateway. Here's how the agents talk across hardware.
#openclaw#tailscale#ssh#infra#mac-linux - 2026-04-26I built 15 AI agents to run my business — what they actually do
The full agent fleet, what each one costs, and the one that broke in a way I didn't see coming.
#agents#fleet#agentic-org#stack-reveal - 2026-04-25The decision schema I wish I'd built six months earlier
A shared output contract for every decision agent. Verdicts, format, log. Without this, agents disagree silently.
#decisions#struvo#schema#agentic-org - 2026-04-23When AI builders outrun their own org, here's what fixes it
I can build faster with Claude Code than I can think through what I just built. Five mechanisms that close the gap.
#velocity-paradox#agentic-org#decision-making#scaling-self - 2026-04-23I built a Discord bot that acts like a third cofounder
Always-on. Tracks commitments. Sends daily digests. Adapts when I'm slipping. Cost: about $0/month.
#discord#struvo#accountability#agents#gemma - 2026-04-238 principles I steal from Karpathy on every build
Build from scratch. Radical minimalism. Verifiability unlocks automation. The program.md is the most consequential file.
#karpathy#principles#agents#system-design - 2026-04-22The morning my agents flagged my pipeline was empty
My system told me I had no pipeline before I noticed myself. That's the pitch. That's also the warning.
#agents#daily-brief#pipeline#week-1 - 2026-04-19I cut my Whisper bill 75% by stripping silence first
Construction audio is mostly truck noise and silence. Cut it out before you transcribe and your bill collapses.
#whisper#audio#struvo#cost-optimization - 2026-04-18My Telegram bot is just a CLI with a different surface
Don't build a chatbot. Build a CLI that takes Telegram input and returns Telegram output.
#telegram#openclaw#cli#mobile - 2026-04-15The 7-layer model I use for any product I build
Most product visions are flat. Mine is stacked. Each layer compounds the one below.
#product#struvo#north-star#layered-design - 2026-04-12What a working agent spec actually looks like
100-300 lines of markdown. The most consequential file in any agent system.
#agent-spec#claude-code#agents#programs - 2026-04-118 things I cut from Struvo V1
Cut greater than add. The features that didn't earn their slot, and what I'd kill again.
#struvo#v1#product-discipline#cuts - 2026-04-09Why every Struvo agent ships with an eval set
You don't ship an agent. You ship an agent and its eval set. The eval is the contract.
#evals#struvo#agents#quality - 2026-04-03I picked Rust over Go for the Struvo sidecar — here's the reasoning
Wrong reasons would have been "Rust is faster." Right reasons were the ones that survived the alternatives doc.
#rust#go#struvo#language-choice#sidecar - 2026-03-15I stopped optimizing for build time
Wrong axis. The right one is outcome correctness. Build time is a vanity metric.
#cost-philosophy#build-time#agents#leverage - 2026-03-08My end-of-day digest reads every log on every machine
Mac traces. PC journalctl. Telegram. Shell history. One agent reads all of it. One report.
#daily-digest#observability#logs#claude-code