From Prompting to Production: How to Deploy Autonomous Content Engines
How verified, source-traced publishing grew our content to 100,000 search impressions and 30,000 clicks within 6–12 months, with a person approving every article.
INSIGHTS & FIELD NOTES
Engineering Notes on
Engineering Notes on
Real-World AI Systems.
Practical technical guides, architectural breakdowns, and operational lessons from running our own fleet of around 60 domains, multi-agent verification pipelines, and generative search optimization.
Optimizing for AI Search (GEO & LLMO): Ranking in ChatGPT & Claude
Why traditional keyword stuffing and backlinks are failing in generative answer engines, and how to structure your brand’s entity graph, schema markup, and factuality scores to win AI assistant citations.
Building Business Process Automation with n8n, Claude API, and Supabase
A practical walkthrough of automating repetitive internal tasks such as invoice checks, CRM syncing and customer triage with webhook workflows that recover from failures.
Why 24-Hour Rapid Prototyping Beats Months of Requirement Specifications
How building working, testable software prototypes in 24 hours removes subjective executive debate, exposes hidden integration blockers early, and gets a decision made sooner.
YouTube & Social Video Automation: Scaling Short-Form Output with AI
How automated script extraction, natural voice synthesis, and algorithmic video editing turn a blog post into a short vertical reel, with every on-screen figure checked against the source article.
AI Security: Keeping Company Data Out of Model Training
A checklist for CTOs and compliance teams on how to safely deploy cutting-edge frontier LLMs into internal operations while ensuring proprietary data is never logged, retained, or utilized for model training.
FEASIBILITY & ADVISORY
Have an automation challenge or custom AI build in mind?
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