Primary AI-assisted engineering tool for the A Square Solutions operation. Used for all infrastructure building, content generation, MDX authoring, code refactoring, and operational planning across AI Execution Lab, TrustSeal, and ScamCheck. Context window exhaustion is a documented operational failure pattern — sessions over 3 hours require active checkpoint management.
Operational records — 6 total
How the AI Execution Lab uses Claude Code to operate a high-velocity, evidence-based publishing system. Covers the workflow, the content pipeline, the evidence discipline, and the operational principles that separate this from generic AI content generation.
How A Square Solutions builds production AI systems: the production-first philosophy, failure indexing methodology, evidence-backed documentation practice, and Claude Code operational workflow. Not a methodology document — an engineering record.
How the AI Execution Lab publishing workflow operates — Claude Code as the primary authoring tool, parallel background agents for high-volume sessions, MDX components as a structured content language, and build-time verification as the quality gate. Publishing velocity, failure detection rates, and the evidence-first content standard.
A multi-hour Claude Code session reached context capacity mid-execution, losing all in-session state: partial code changes uncommitted, agent task references orphaned, and operational memory of earlier decisions wiped.
Built Phase 4 Execution Tracks architecture, rebuilt the Claude Code Operator track with 8 modules, created the Failure Archive content section, and wrote 3 real failure reports.
Application Password authentication to WordPress REST API failed silently — returned 401 on all write operations. Root cause: incorrect header format and URL encoding of Application Password spaces.