All Articles
Claude Code for Data Science — A Practical Guide to pandas, scikit-learn, and ML Workflows with AI Pair Programming
A hands-on guide to using Claude Code across the full data science and machine learning workflow. From EDA and feature engineering to model evaluation, hyperparameter tuning with Optuna, SHAP analysis, and MLOps basics — with working Python code throughout.
Building a Cost-Optimized Multi-Provider AI Gateway with Claude API and LiteLLM — Fallback Design, A/B Testing, and Provider Migration Strategy
Learn how to build a production-grade multi-provider AI gateway centered on Claude API using LiteLLM. Covers fallback chain design, A/B testing, cost-based routing, and provider migration strategy with complete code examples.
7 Daily Decisions in Solo Development with Claude Code — A Year of Lessons
When I started using Claude Code for solo development, seven recurring decision points kept tripping me up. After a year of running, breaking, and fixing my workflow, here is the criteria I have settled on — including the reasoning behind each judgment call.
Claude Mythos Explained — Understanding Anthropic's New Agent-Focused Product Through Its System Card
A deep dive into Claude Mythos, Anthropic's new sandboxed agent model. Covers the system card, sandbox architecture, comparison with general Claude models, and practical adoption scenarios.
Practical Windows Automation Recipes Using the Claude Code PowerShell Tool
Six practical recipes for using the Claude Code PowerShell Tool on Windows. Bridge winget, GitHub CLI, dotnet, and WSL inside Claude Code workflows you can lift into your own projects tomorrow.
Reading the Anthropic IPO's Real Impact on Indie Developers and Small Teams Using Claude
As Anthropic IPO talk gains momentum, what should indie developers and small teams using Claude actually prepare for? A practical breakdown across pricing, SLA, and product direction.
Designing Zero-Downtime Database Migrations with Claude Code: A Production Operations Guide
A production guide to designing zero-downtime database migrations with Claude Code. Covers Expand-Contract, NOT NULL additions, renames, backfills, and subagent reviews — practical patterns that survive real production traffic.
Anthropic IPO 2026 Status — Timing, Valuation, and What It Means for Claude Users
A grounded look at where Anthropic stands on going public as of May 2026. Covers timing speculation, valuation history, comparison with OpenAI, and what an eventual IPO might mean for Claude users.
Designing a Claude API Monthly Budget That Doesn't Blow Up — Cost Management for Solo Developers
When you embed Claude API into a side-project app, the first thing you hit is the end-of-month invoice. Here are the budgeting frameworks, monitoring patterns, and implementation tricks I use to keep costs predictable — drawn from running my own apps.
Claude Code Stops Mid-Execution: Complete Diagnostic Guide
Diagnose why Claude Code freezes or stops mid-task. Covers context budget exhaustion, unresponsive subagents, infinite loops, and tool timeouts with actionable fixes for each scenario.
Stop the 'old_string is not unique' Error in Claude Code's Edit Tool — A Practical Rewrite Strategy
When Claude Code's Edit tool throws 'old_string is not unique in the file', the root cause is usually that the prompt didn't guarantee a uniquely identifiable target. Here's how to design rewrites that actually stick.
Cancelling Claude API Streams the Right Way: AbortController, Token Billing, and Connection Hygiene
How to cancel Claude API streams with AbortController, what gets billed when you stop mid-stream, and the production gotchas — Node.js + Python.