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July 18, 2025
Root Cause Analysis: Forge Quality Degradation on July 12A detailed analysis of the Forge quality issues that occurred on July 12, 2025, including root cause, impact, and steps taken to prevent future incidents.
July 14, 2025
Everything You Need to Know About Grok 4Grok 4 is the most intelligent AI model so far, beating every other model in benchmarks. Is it worth using? Let's find out.
July 10, 2025
Claude 4 Opus vs Grok 4: Which Model Dominates Complex Coding Tasks?I pitted Claude 4 Opus against Grok 4 in a series of challenging coding tasks. The results highlight trade-offs in speed, cost, accuracy, and frustration factors that every dev should know.
July 7, 2025
Forge v0.98.0: Integrated Authentication and Developer Experience ImprovementsForge v0.98.0 introduces browser-based authentication, tool failure limits, and enhanced file operations to improve reliability and user experience.
July 1, 2025
MCP 2025-06-18 Spec Update: Security, Structured Output & ElicitationReal talk about MCP Spec update (v2025-06-18), including important changes, security implications and what developers should actually care about.
June 26, 2025
Simple Over Easy: Architectural Constraints That Make AI Generated Code MaintainableTwo months ago, a 13-year-old video taught me why AI agents get stuck at 90% and how to architect my way to ~100%
June 17, 2025
MCP Security Vulnerabilities and Attack VectorsFound some concerning security patterns in MCP implementations. Here's what I've been seeing and why you should care.
June 17, 2025
MCP Security is Broken: Here's How to Fix ItReal talk about MCP security vulnerabilities and actual solutions that work in production. Part 2: Stop getting owned by prompt injection.
June 12, 2025
When Google Sneezes, the Whole World Catches a ColdDeep dive into the IAM failure that took down Google Cloud, cascaded into Cloudflare and Anthropic, and rippled across dozens of internet services.
June 3, 2025
To index or not to index: which coding agent to chose?Comparing indexed vs non-indexed AI agents using Apollo 11's guidance computer code as benchmark. Deep dive into synchronization issues and security trade-offs in AI-assisted development.
June 1, 2025
What Actually Works: 12 Lessons from AI Pair ProgrammingField-tested practices for productive AI-assisted development. Real lessons from 6 months of daily AI pair programming, including what works, what fails, and why most engineers are doing it wrong.
May 30, 2025
First Experience Coding with DeepSeek-R1-0528I spent time testing DeepSeek-R1-0528's impressive capabilities and challenging latency via OpenRouter API. Here's my analysis of its coding performance, architectural innovations, and why I kept switching back to Sonnet 4.