Insights

Thoughts on AI engineering, web scraping, LLM agents, MLOps, and building production systems.

AIAI AgentAI ModelsAPIAutomationBenchmarkCRMCachingChatbotChromaDBClaudeClaude CodeCloudflareCoding AgentComparison

I Ditched Claude Opus & Paid IDEs for OpenCode + DeepSeek V4 Flash Free — Here's Why It Costs Me Nothing

Real comparison of OpenCode vs Cursor, Windsurf, Claude Code, and GitHub Copilot — why I switched from paying $150+/month for Claude Sonnet 4.6 and Opus 4.6 to OpenCode IDE extension + DeepSeek V4 Flash Free at exactly $0, with MCP servers making it even more powerful.

2026-07-188 min read

PythonClaudeGemini

Personal

How to Build a 100K+ Sports Data Pipeline with Claude, Kimi 2.5, Gemini & API Caching

Tutorial on building a massive sports dataset using Claude for automation code, Kimi 2.5 for generation, Gemini for verification — with smart caching and retry logic across 4000+ sports entities.

2026-07-1410 min read

PythonSeleniumAutomation

Personal

How to Automate CS2 Game Data Extraction with Selenium, Multi-VM Architecture & Cookie Management

Step-by-step guide to building a distributed CS2 automation system across 5 machines — managing Steam login cookies, launching game instances via SSH, and scraping XP data with Selenium and Docker.

2026-07-068 min read

PreviousPage 2 of 2