Do Good Names Actually Change What a Coding Agent Writes? Build a Harness and Find Out
A builder debrief: turn the naming-vs-agent-output question into a reproducible experiment with hosted Python and an editable SQLite table.
AI Market Guide
Evidence-based AI market signals, coding demand, and practical growth cases for builders.
Practical guides
Stop Trading Prompts: Build a Regression Bench That Proves a Tweak Actually Helped
A V2EX dev handed review, testing, and triage to agents and asked for treasure prompts. The real problem isn't collecting prompts, it's proving one version beats another.
The client-side AI tool is a trap: lessons from a Chrome extension that never became a SaaS
A cross-border seller's tool died as a browser extension. The real fix — hosted backend, async jobs, transparent usage — is buildable with VicroCode.
When Model Quotas Get Flaky, Build the Router: A Task-Routing Layer on VicroCode
Developers are burning quota fast and hopping between models mid-task. Here's a small routing-and-logging tool you can actually build and host on VicroCode.
Turning a Codex Resume-Repair Bash Hack into a Hosted Python Service with a Diff Audit Log
A local bash script keeps old Codex conversations alive across provider swaps. Here's how to rebuild that fragile hack as a hosted Python endpoint with backups and inspectable diffs.
Your AI frontend keeps looking like AI because nothing pins it down
A build debrief for the Vue dev stuck in model roulette: stop chasing a stronger model, pin a small design-token contract the model builds against instead.