Topic
Ai
8 entries across field notes and white papers.
Make Every Token Count: Why Agent Quality Is the Better Way to Optimize Spend
GitHub Copilot switched from premium requests to usage-based billing. That single change set off a...
Squad vs Fleet Mode in GitHub Copilot CLI: What's the Difference?
TL;DR For the Busy Dev Fleet Mode (/fleet) is built into Copilot CLI. It auto-decomposes...
GitHub Copilot SDK vs Azure AI Foundry Agents: Which One Should Your Company Use?
TL;DR for the Busy Person GitHub Copilot SDK gives you the same agentic core that powers...
What If Your CI Pipeline Could catch regulatory compliance violations of your code?
TL;DR for the Busy Dev: Traditional CI checks (linting, tests, SAST) are...
Injecting AI Agents into CI/CD: Using GitHub Copilot CLI in GitHub Actions for Smart Failures
TL;DR for the Busy Dev We are used to CI/CD pipelines that fail on syntax errors or failed...
So… what is GitHub Copilot’s "Raptor mini"and why should devs care?
GitHub quietly slipped a new model into Copilot called “Raptor mini (Preview)”. The changelog...
I'm Going All-In on AI for Developers.
It feels like every developer is drinking from a firehose of AI information right now. We're seeing...
How to Save $17,000 a Month by Self-Hosting DeepSeek R1 on Google Cloud Run GPU
A February 2025 walkthrough of self-hosting a distilled DeepSeek R1 model on Google Cloud Run GPU for spiky, pay-per-use inference workloads.