We Replaced Paper Logs with Blockchain Sensors 3 Farms (Made Money & 2 Lost It)
We tracked real ROI from 7 farms that tried blockchain sensors. 3 made money, 2 lost it. Here’s…
I Reviewed AI Code Generators for Regulated Industries (Most Aren’t Ready)
I tested the top 4 AI code generators against a 7-point security framework. Only 2 passed basic compliance…
I Spent Weeks on Agent Personas When I Should Have Been Setting Timeouts
After 18 months of multi-agent failures, here’s what actually survived production: boring timeouts beat clever personas every time….
I Wasted a Weekend Building the Same AI Agents in Two Frameworks (Worth It)
47 hours building the same AI agents in CrewAI and AutoGen. One won on setup, the other on…
Why I Yelled at My Laptop at 2 AM About Memory Allocation Errors
I tested Ollama and LM Studio for 30 days on three machines. The winner on my old ThinkPad…
I Tracked Every AI Suggestion for 30 Days (My Spreadsheet Got Weird)
I tested 7 AI coding assistants on real Python projects for 30 days. Copilot hit 68% acceptance, but…
I Spent $3K in One Quarter on LLM APIs Before I Figured Out Real Costs
Per-token pricing is a lie. After blowing $3K in a quarter on retries and context bloat, I built…
I Spent $47.23 Fine-Tuning Llama 3 (Here’s Every Mistake I Made)
I broke Llama 3 fine-tuning 17 times, so you don’t have to. Real costs, actual mistakes, and the…
How a 3 AM Slack Notification Cost Us $23,000 in API Credits
A leaked API key cost us $23,000 in one night. Here’s the secrets management framework we built after,…
My Single Agent Kept Hallucinating, So I Built a Team Instead
After my single agent kept hallucinating sources, I switched to agent teams. Here’s the 3-model mental framework that…
