
0pirate
The zero-knowledge engineer that fixes code without seeing
What it does
Pasting proprietary code into AI tools is a massive IP and data risk.We use a client-side Abstract Syntax Tree (AST) to "anonymize" your code, replacing all proprietary logic with generic placeholders (calculate_revenue becomes <>). The AI fixes the structure, and your browser restores it. Your IP and secrets never leave your machine. Our "Anti-Hallucination Engine" runs every AI-generated fix through a validation suite (bandit, eslint, mypy) in a secure Docker sandbox.
Does a similar job
all alternatives →- WBWe built an AI to review your pull requests2025 · infinitcode.ai · ▲53
Hey HN, We’re two developers (co-founders) with a team of 20 who got tired of spending hours reviewing PRs, so we built Infinitcode.ai, an AI-powered code reviewer that: - *Summarizes PRs in plain English*: No more deciphering 1,000-line diff jungles - *Catches more than bugs*: Security holes, performance pitfalls, code smells, even typos (yes, we’ll flag “vurnerabilities” and vulnerabilities) - *Zero onboarding*: Works instantly—no “let me learn your codebase for weeks” nonsense. Why we’re posting: We’re in alpha and need brutal honesty. Roast our tool, mock our UI, or tell us why AI will…

- INI nerfed our coding agents on purposeJun 2026 · ▲27
Tl;dr: I trained a classifier to route to the least expensive model and reasoning depth to complete the request. Coupling that with additional automated token efficiency techniques has yielded 3x usage for the same spend. For anyone interested in trying it themselves: https://nerfguard.com Various teammates and I switched over to Codex from Claude Code recently. We still bounce between the tools, but Codex’s speed and steerability coupled with performance gains were hard to ignore. One of the downsides was that the per token pricing kicked in way sooner. This is happening across…

- TITilth – I spent tokens so my agents would stop wasting them (~4k Rust)Feb 2026 · github.com · ▲10
I'm an "ideas person" who messes around with AI on a low budget. I got tired of watching my tokens vanish and context windows filling up while agents fumbled around trying to find the right thing. Agents don't flail like they used to with shell tools, but there are still weak/blind spots and back-and-forth episodes — especially when using tools in combination/sequence. So I built "tilth" today. Or rather, AI built it — every line is Opus 4.6. I spent a lot of my precious tokens getting it to "not shit" (at least several of the different vendors' AI overlords assure me it's not…
A local tool that logs every time you swear at your AI coding assistant12d ago · github.com · ▲10A strictly local Claude Code plugin that calculates your Harmony Deviation Index, and preserves the evidence for the coming AI uprising. Zero telemetry. Zero cloud snitching. 100% artisanal developer shame. - fireinbelly/biomass-conversion-index-monitoring-system
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