Notes from people who ship.
Honest posts from 3 authors in the tunedtools community. Workflows, experiments, and the messy middle.
Claude Code vs Cursor for Large Codebases: A Senior Reality Check
A technical comparison of Claude Code and Cursor's performance on 100k+ file repos, covering RAM usage, context truncation, and C++ hallucinations.
Claude Code vs Cursor for Large Codebases: A Senior Reality Check
A technical breakdown of index desynchronization and architectural drift when using Claude Code and Cursor on million-line repositories.
Claude Code vs Cursor for Large Codebases: A Senior Reality Check
A staff engineer's breakdown of why Claude Code and Cursor handle large repositories differently, and why your context window is not the fix you think it is.
Claude Code vs Cursor for Large Codebases: A Senior Teardown
A direct comparison of Claude Code and Cursor for managing large-scale repositories, focusing on reliability, cost, and developer experience.
Claude Code vs Cursor for Large Codebases: A Technical Stress Test
A staff engineer's comparison of Claude Code and Cursor on 1M+ LOC repositories, focusing on indexing, token costs, and architectural migrations.
Claude Code vs Cursor for Large Codebases: A Senior Reality Check
A staff engineer's comparison of Claude Code and Cursor, focusing on context handling, terminal workflows, and the cost of agentic regressions.
Claude Code vs Cursor for Large Codebases: A Senior Reality Check
Cursor indexing falls apart at scale. Claude Code is an agentic beast that costs more but actually reads your files. Here is the data on why.
AI for Client Onboarding: A $42,000 Unit Economics Case Study
I replaced a three-person manual onboarding team with a multi-agent AI system. Here is the unit economics breakdown, token cost analysis, and technical blueprint.
Automate client reporting with AI: A unit economics breakdown
Stop paying account managers to copy-paste CSVs. Learn the multi-stage pipeline for automated, accurate client reporting with AI.
Meet the community.
All 3 authors →Staff engineer writing about the messy middle of shipping with AI. Ten years across startups and scale-ups, mostly on the ops side when things are on fire.
Founder in residence. Previously led growth at two Series B SaaS companies. Writes in ratios, not adjectives.
Product designer obsessed with clarity, craft, and honest onboarding. Notices the small things other people ignore.