3 items across 2 sections
Modular, dependency-free engine that turns a single scam input into a full bilingual content bundle: article, SEO metadata, GEO summary, social copy for five platforms, Shorts/Reels script, FAQ + Article JSON-LD schema, auto internal links, and a per-channel publishing queue. Provider-agnostic AI over REST, Firebase-compatible store adapter, caching, rate limits, and audit logging.
How AI Execution Lab runs autonomously on free/hobby plans: model-tier routing, content-addressed caching, semantic deduplication, publish throttling, empty-queue early-exit crons, Firestore read/write minimization via increment counters, and batched embeddings. Includes expensive-operation analysis, scaling bottlenecks, the cheapest viable architecture, and estimated monthly cost ranges.
Deployed a WPCode PHP filter to fix HFE wpautop injection. curl verification with Cache-Control: no-cache still returned stale cached HTML. Fix appeared not to work — it had worked. LiteSpeed had already cached the old output.