MrComputerScience.com
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"Local" LLM does not always mean no network traffic. Ollama, LM Studio, and similar tools have telemetry, update checkers, and license verification that phone home by default. If you are running a …
Continue Reading about How to Audit What Your Local LLM Is Actually Sending to the Network →
Gemini 2.5 Pro advertises a 1 million token context window. I tested it against a real 100k token Python codebase to find out where the comprehension holds and where it fails. The answer is more …
Python agents get tool schema bugs at runtime. A Rust agent gets them at compile time, which is when you want them. This post builds a type-safe tool registry that serializes tool definitions to the …
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Most developers skip evaluation entirely. They vibe-check their LLM app during development, ship it, and find out what is broken from user complaints. This is how you ship an agent that works great on …
Continue Reading about How to Run Evals on Your LLM App for Free in 2026 →
The biggest skill gap between self-taught developers and CS grads is not algorithms. It is not data structures. It is code review. CS grads have professors and classmates reading their code from day …
Continue Reading about How to Get Code Review Without a Senior Dev or Paid Mentor →
I ran Claude Sonnet 4.6 through six real Rust tasks that separate idiomatic Rust from "C++ with different syntax." The tasks target the patterns that experienced Rust developers use as quality …
