The Enterprise AI Playbook: Designing for Resilience, Privacy, and Choice
Enterprise AI Playbook: a strategic guide to designing resilient, privacy-first AI architectures with flexible model routing and choice.
THE ARTICLE ARCHIVE
AI Technical Articles
Practical guides and independent analysis of AI, cloud, developer tools, and the technology shaping our work.
Gemini 3.8 Flash: Google’s New Workhorse for Long-Horizon AI Agents
Gemini 3.8 Flash: verified API settings, introductory pricing, benchmark limits, and a bounded code-review example without safety guarantees.
Claude Fable 5.1: The Practical Upgrade for Long-Running AI Work
Claude Fable 5.1: cache-write and read costs, OSWorld scoring differences, safe SDK handling, and the limits of vendor benchmarks.
GPT-6 Astra Explained: OpenAI’s New Model for Complex, End-to-End Work
GPT-6 Astra explained: model versus harness, verified API limits, long-context pricing, and controls for tool-assisted work.
How to Process Apple Mail in Bulk with Claude: A Safer, Review-First Workflow
A safer, review-first workflow for processing bulk Apple Mail with Claude without compromising private data or message integrity.
How to Use Claude to Build a Better Resume: Evidence-Based, Human-Reviewed Tips
Evidence-based tips for building a stronger resume using Claude as a writing and review assistant, backed by human verification steps.
Claude 3.7 Sonnet Introduced Hybrid Reasoning—What It Actually Meant
Claude 3.7 Sonnet explained: hybrid reasoning, thinking budgets, benchmark caveats, retirement, and a cost-per-accepted-result example.
Grok 3 Beta: What xAI’s Reasoning-Agent Release Actually Changed
A Grok 3 Beta retrospective: Think versus DeepSearch, benchmark pitfalls, source checks, and a practical evaluation worksheet.
Jupyter Notebook in 2026: A Reproducible Beginner’s Workflow
Build a reproducible JupyterLab workflow with uv locks, the right kernel, a tested data example, Papermill, and notebook export.
Grok 3’s 2025 Release: What xAI Announced, What Arrived, and What Changed
Grok 3's 2025 release explained: announcement versus access dates, Colossus context, Think and DeepSearch, and practical evaluation.
