LLMs Are Not Reasoning Engines — And That Distinction Matters
The conflation of pattern matching with reasoning is the most dangerous assumption in modern AI development.
We obsess over latency and throughput, but the real tax of distributed architecture is cognitive — the invisible complexity that accumulates in every engineer’s head.
Read the essayThe conflation of pattern matching with reasoning is the most dangerous assumption in modern AI development.
Beyond the benchmarks — what it actually feels like to ship Rust at scale.
Good code is a gift to someone you may never meet — including your future self.
Service boundaries on a diagram don’t count if every deploy still needs a team-wide meeting.
From clever demos to dependable systems: a practical guide to prompts that hold up.
A clear-eyed look at the tradeoffs behind a pattern that’s easy to love and hard to unwind.
Benchmarks are a starting point. Here’s what changed in the day-to-day work.
What happens when the tools get quieter and the work gets more intentional?
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