AI Market Guide

Evidence-based AI market signals, coding demand, and practical growth cases for builders.

Practical guides

2026-09-24

The AI-Coding Balance Aggregator, Split Honestly: What Rebuilds on a Hosted Platform and What Can't

MyTokenDashboard keeps credentials on-device. But its fetcher, endpoint map, and dashboard rebuild cleanly on VicroCode — if you respect the credential boundary.

2026-09-08

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.

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