Claude 1M Context Experience: Why It Feels Built for Serious SDD Projects
Claude’s 1M context makes large SDD projects smoother, but Standard users may hit limits quickly. Here’s where it helps and where it hurts.
My First Codex Scan Took Four Hours and Why It Was Worth Every Second
Learn how to set up Codex Security Scans for your repositories. A deep dive into automated threat modeling, key security findings, and real-world results.
Stop Burning Cash on IT Support: Why a Confidence-Gated AI Cascade is the Future of Ticket Resolution
Stop overpaying for IT support triage. Discover how a confidence-gated AI cascade cuts costs by 68% while delivering 0.88 Macro-F1 ticket resolution accuracy.
Why Claude Opus 4.7 Just Crushed GPT 5.5 In My Latest Production Debugging Marathon
A deep dive into why Claude Opus 4.7 outperformed GPT 5.5 in a complex React Native debugging task using OpenSpec SDD. Analysis of token efficiency and logic.
Why GPT 5.4 Failed My Production Test: A Deep Dive Into Claude Opus 4.7 And OpenSpec SDD For Professional Coding
Compare Claude Opus 4.7 and GPT 5.4 for code generation. Discover why OpenSpec SDD reveals the major flaws in GPT 5.4 for production grade development.
Is Claude Opus 4.7 Worth the Upgrade? Comparing Opus 4.7 vs 4.6 vs 4.5
A practical comparison of Claude Opus 4.7, 4.6, and 4.5 across coding, context, vision, and migration so you can decide if 4.7 is worth it.