Engineering In The Age of AI Insights & Best Practices
Learn how to improve code quality, boost developer productivity, and build better software with AI-powered development workflows.
Security
Detecting NPM Package Owner Changes in CI: Supply Chain Defense (2025)
Engineer-friendly guide to monitoring NPM package owner and maintainer changes in CI. Implement policy-as-code, alert on risky transitions, and reduce supply chain risk.
Security
NPM Supply Chain Attack: What Happened and How to Protect Your CI/CD (2025)
Engineer-friendly breakdown of the latest NPM supply chain attack: malicious packages, credential theft paths, CI poisoning risks, and concrete steps to harden registries, lockfiles, and pipelines.
Best Practices
Static Code Analysis: A Practical Playbook for Engineering Leaders
Practical guide to static code analysis for engineering leaders: how it works, where to integrate in CI/CD and PRs, benefits, static vs dynamic comparison, and evaluation criteria.
Developer Tools
Tuning Chat Completion Parameters in Mistral API (2025)
Hands‑on guide to Mistral's Chat Completions parameters: when to use temperature vs. top_p, controlling output length with max_tokens and stop, enabling deterministic runs with random_seed, safe_prompt trade‑offs, and streaming. Includes copy‑paste TypeScript snippets and practical recipes.
Best Practices
Why Data Modeling and API Design Matter More Than Ever in the Age of AI Code Review
AI accelerates coding, but the artifacts that endure are your domain model, database tables, and APIs. This article explains why these contracts should be the center of code review, how clean contracts improve AI codegen quality, and a practical checklist to catch issues before they ossify.
Developer Tools
Token Counting Explained: tiktoken, Anthropic, and Gemini (2025 Guide)
Practical guide to token counting across models: byte‑pair vs. SentencePiece differences, how to count tokens in Anthropic (Claude) using the messages.countTokens API, how OpenAI tiktoken works (MODEL_P50K_BASE), and Gemini countTokens. Includes TypeScript examples and cost estimation tips.
AI Development
AI Pair Programming Tools: Complete Guide for Engineering Teams 2025
Complete guide to AI pair programming tools in 2025: Compare Cursor, GitHub Copilot, Windsurf IDE, and Qodo Gen. Learn why using different AI tools for generation and review is crucial for code quality. Includes implementation roadmap and ROI analysis.
Security
React Security Checklist: Complete Guide for 2025
Complete React security checklist for 2025: Prevent XSS with proper escaping, implement CSRF protection, configure Content Security Policy, secure dependencies, and follow authentication best practices. Essential for React developers.
AI Models
Mistral Medium 3.1: Small Model, Big Impact on LM Arena Leaderboard
Mistral Medium 3.1 achieves breakthrough performance on LM Arena leaderboard - #1 in English, 2nd overall (no style control), top 3 in coding. Analysis of technical improvements, competitive landscape, and developer implications.