29% of Code Is Now AI-Generated. I Audited Mine to Check
Industry benchmarks vs codebase reality. Read an engineering audit of a production repository to analyze the ratio, quality, and churn of AI-assisted code.
8/1/202623 min read
#AI Coding
5 articles tagged with AI Coding
"2x, Not 10x": What LLM Coding Actually Delivers in 2026 (Reacting to the HN Debate)
Ditch the vendor hype. Analyze the mathematical limits of AI productivity, Amdahl's Law in software engineering, and why human validation remains the ultimate bottleneck.
8/1/202624 min read
Claude Sonnet 5 vs Fable 5: A Real Cost-vs-Capability Breakdown
Agentic coding at the right price tier. Benchmark Claude Sonnet 5, Opus 5, and Fable 5 on real dev tasks with tokenizer-corrected cost calculations.
8/1/202623 min read
If AI Writes Most Code by 2028, What Do Junior Developers Actually Do?
The entry-level role is changing. Discover the skills, tasks, and responsibilities that will define junior software engineers in an AI-dominated 2028.
8/1/202623 min read
Prompt-to-Production: What 'Expressing Intent Instead of Writing Code' Really Means
The paradigm shift from typing syntax to intent engineering. How specification-driven development, automated test-driven execution, and verification pipelines turn prompts into production systems.
8/1/202623 min read