Anthropic used 16 parallel instances of Claude Opus 4.6 to build a 100,000-line C compiler in Rust. $20,000, 2 weeks, compiles Linux. Technical analysis of how it worked, what we learned, and what it means for software development.
comma.ai invested $5M in their own infrastructure and saved over $20M vs AWS. We analyze the real numbers, break-even point, and when building your own datacenter for ML makes sense.
GitHub Actions has serious problems: unreliable logs, complex YAML, security risks, and slow runners. We analyze real alternatives in 2026: GitLab CI, Buildkite, CircleCI, and Dagger, with migration data and cost analysis.
A decision guide for choosing between microservices and monolith: when each approach makes sense, migration patterns, team size implications, and the modular monolith alternative.
Complete guide to scalable architecture: what it really means, fundamental principles, patterns that work, and when to apply each solution without falling into over-engineering.
Complete guide to technical debt: what it really is, how it accumulates, how to measure it, and practical strategies to manage it without rewriting everything from scratch.