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Why Framework Callbacks Fail to Stop AI Agent Financial Runaways
If you are deploying autonomous multi-agent systems to production using frameworks like CrewAI, Lang…
What I Actually Look at When Debugging a Slow or Expensive LLM Call
TL;DR Standard APM metrics (latency, status code, error rate) don't capture the things that actua…
What I Actually Look at When Debugging a Slow or Expensive LLM Call
TL;DR Standard APM metrics (latency, status code, error rate) don't capture the things that actua…
What I Actually Look at When Debugging a Slow or Expensive LLM Call
TL;DR Standard APM metrics (latency, status code, error rate) don't capture the things that actua…
Roblox Just Lost $6.7B Asking Kids One Question. Yours Is Next.
The $6.7 billion price tag of biometric friction The recent news regarding a securities class actio…
Why AWS CodePipeline + ECS falls short for production-grade microservices (and how EKS fixes it)
I've been deep in the weeds with both stacks recently, and here's the pattern that keeps showing up:…
Making LLM security verdicts verifiable: the evidence gate pattern
Every "AI security analyst" I tried had the same flaw: a correct verdict and a confident-but-wrong o…
Email Marketing for Small Business on $0 Budget
Email Marketing for Small Business on $0 Budget In the world of digital marketing, email marketing …
How to Automate Excel Tasks with AI (No VBA Required)
I spent 6 hours last month on a spreadsheet. Cleaning data. Fixing formats. Matching entries betwee…
Vibe Coding: How I Build Apps Without Really Coding
I shipped 4 products last month. None of them required me to write more than 50 lines of code manual…
Beyond the .tflite File: Mastering High-Performance Edge AI with MediaPipe Tasks and AICore
For years, the workflow for Android developers looking to implement on-device Machine Learning (ML) …
Software Development Changed. Good Engineering Didn’t.
Over the last 10 years, software development has changed dramatically. Products are built faster, te…