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engineering
221 postsFinal Insights on Claude Code Environment: Growth and Connections
The final part of the Claude Code series connects components and discusses the environment's evolution.
The Future of Software Factories: Embracing Multiplayer Approaches
Software development processes are evolving into a multiplayer structure with next-gen coding agents, enhancing collaboration and efficiency.
Evaluating AI Engineers in 2026: A 7-Point Framework
A 7-point framework for evaluating AI engineers in 2026. Identifying the right role and key factors is essential.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comReducing LLM Costs with Prompt Caching, Batches API, and Model Routing
Explore methods to reduce LLM costs for the Claude API: prompt caching, Batches API, and model routing.
The Role of Contracts in AI-Generated Code
Integrated contracts with Specmatic enhance safety in AI-assisted software development.
Four inspectable workflows for context, research, orchestration
Inspectable workflows for four Project Telos tools have been established.
26 Repos in 29 Days: Insights from an AI Pipeline
Exploring structural failures and lessons learned from an AI pipeline that produced 26 repositories and 1,549 commits in 29 days.
Junior Engineers Are Not Disappearing, Their Training Is Changing
Predictions about junior engineers disappearing are wrong. Training methods must change to equip them with new skills.
Lean Software Production: The Future of Software Development
Lean Software Production emphasizes human-centric continuous improvement in software development. Why is this approach important for engineers?
Building a Multi-Horizon Crypto Prediction System with Transformers
Explore the engineering story of crypto prediction with Transformers. Lessons on transparency and reliability with real metrics.