Blog
Notes from the studio.
Technical deep-dives, build breakdowns and guides on gaming, Web3 and SaaS development.
Article
Cursor vs. Claude vs. Windsurf: Best AI Code Editor for Startups in 2025
A data-driven comparison of Cursor, Claude, and Windsurf on cost, speed, and real startup ROI — so founders and technical teams can pick the right tool and stop debating.
Article
Agentic Loops in Production: When Multi-Step Reasoning Breaks Your SaaS (and How to Fix It)
A deep tactical guide for founders and CTOs on implementing bounded agentic workflows—covering token budgeting for loops, loop termination patterns, infinite recursion detection, and when to force synchronous resolution before costs spiral.
Article
LLM Cost Control at Scale: Token Budgeting, Rate Limiting, and Caching Strategies for Profitable AI Features
LLM API costs can silently kill your margins as usage scales. Here's a concrete playbook — prompt caching, token budgeting, rate limiting, and fallback patterns — to keep AI features profitable at any volume.