Blog
Actionable knowledge from the trenches
Five AI agents, self-reported done, zero enforcement. Text rules got ignored. We built a CLI that physically blocks bad task transitions. Here's how.
Three AI marketing agents read the same rule across ten sessions and ignored it. Why paper rules fail — and how PostToolUse hooks finally fix it.
Three AI agents were already running when a human integrator arrived with his own vibe-coded setup. How two independent systems merged into one over git.
A 1922-line monolith consumed 28K tokens per read — 14% of each agent's working memory. How we split it, what broke, and why it grew back.
Practical examples and ROI calculations for AI-powered marketing automation. See which tasks to automate first and what returns to expect.
Actionable GDPR compliance checklist for startups. No legal jargon, no scare tactics — just what you actually need to do.
Channel-by-channel breakdown of crypto marketing strategies with real data. What's working, what's dead, and where to put your budget.
Data-driven analysis of the most common website mistakes we found auditing 50 startup sites. Specific errors with impact metrics.
Comparison of budget vs. quality marketing with real numbers. What you actually pay when you go cheap.
