Your AI coding agent should not be allowed to touch Git.
We scanned 5 real codebases and got 667 mostly-correct suggestions.
Then we automatically turned them into work items.
The backlog exploded.
We learned:
State creation was the bottleneck.
one consumer product attribute that matters more these days in the first mile experience is TRUST.
in past eras, onboarding didnโt require access to your data/life, but todayโs agentic data-hungry consumer apps require a lot of trust up front.
cool area to innovate.
Tech debt is unforgiving. Codeshot by @mindlap helps you keep up with the payments.
Codeshot is live and available for free. We have been using codeshot to meet our own quality gates.
Give it a try. Happy to hear your feedback.
Codeshot is now live. ๐
AI makes it easier to ship code faster. Codeshot helps you keep your codebase clean as you scale.
Connect your repo and let Codeshot continuously find tech debt and prepare fixes in the background.
Try Codeshot for free: https://t.co/pUuU7CmIFg
Claude Haiku is my current least favorite model - it hallucinates wildly, and is out-performed now by other similarly priced models like GPT-5.6-Luna
Even worse: it seems to still be used by the Claude Code WebFetch tool, which means hallucination risk any time you fetch a URL!
AI sped up software development.
We're helping teams keep their codebases healthy at the same pace.
Codeshot continuously finds and prepares tech debt fixes using agent hours.
Join our early access : https://t.co/pUuU7CmIFg
Anthropic can't simply launch Fable because it is too powerful.
OpenAI can't simply launch Astra because it is too powerful.
@mindlap can't simply launch Factory because it is too powerful. :)
Let us work together to build one for you safely.
The tech debt never forgives. Coding collects interest either way. Pay in sweat today, or bleed tomorrow.
Maybe we can help you with the sweating on tech debt part.
We built and started using Codeshot to keep paying tech debts in all our projects daily, as a ritual. A good habit. This had a tremendous impact over time on our stability, performance, and ability to deliver features.
Looking forward to people trying this. Opening up early access very soon.
Every AI-written line ships in seconds. So does the tech debt.
Let an AI agent pay it down daily.
Codeshot audits your repo, prioritises what matters, and drafts fixes for your review. You approve and open the PR when you're ready.
Early access: https://t.co/H77xaBhbQR
@Austen How do you move between tasks of directing AI? Or even people for that matter.
Context switch is brutal. It was brutal in the past too but the frequency of deep work slots feels back to back now.
The danger of selling to big companies, if you're a startup, is that they don't say no outright. They have months of meetings with you first. Since you hate meetings, that seems to you a sign of commitment. But it's not. They love having meetings! It's almost all they do.