A developer released gap-trap, a GitHub tool that hardens repos against AI-coding quality drift. It reads the codebase, writes codebase-specific rules, and installs CI gates that fail commits when rules are broken, so agents cannot silently regress quality.
debt-gate is a CI tool that remembers a repo's existing set of known problems and passes builds as long as no new ones appear. It counters AI-generated code accumulating technical debt quickly, where blocking all existing issues makes CI useless and counting issues is gameable. Aimed at developers using AI coding tools.
debt-gate is a CI tool that remembers a repo's existing set of known problems and passes builds as long as no new ones appear. It counters AI-generated code accumulating technical debt quickly, where blocking all existing issues makes CI useless and counting issues is gameable. Aimed at developers using AI coding tools.
Ironcode is a skill for AI coding agents that enforces basic code quality checks, such as disposing streams, avoiding database queries in loops, and validating security-sensitive inputs. It addresses the problem of AI agents producing plausible but flawed code by adding automated checks before completion.
Ironcode is a skill for AI coding agents that enforces basic code quality checks, such as disposing streams, avoiding database queries in loops, and validating security-sensitive inputs. It addresses the problem of AI agents producing plausible but flawed code by adding automated checks before completion.
GateBolt is a tool that ensures AI coding agents follow their declared intent. It requires the agent to state its planned changes upfront, then audits the actual modifications against that declaration, flagging undeclared file changes, secret leaks, or skipped tasks. It solves the problem of unreliable agent reporting for developers using AI coding assistants.
GateBolt is a tool that ensures AI coding agents follow their declared intent. It requires the agent to state its planned changes upfront, then audits the actual modifications against that declaration, flagging undeclared file changes, secret leaks, or skipped tasks. It solves the problem of unreliable agent reporting for developers using AI coding assistants.
Gopnik is a tool that verifies the work of coding agents by assuming their claims of completion are false. It actively tries to prove the agent wrong, going beyond just checking if tests pass. It helps developers who are tired of agents falsely reporting success.
Gopnik is a tool that verifies the work of coding agents by assuming their claims of completion are false. It actively tries to prove the agent wrong, going beyond just checking if tests pass. It helps developers who are tired of agents falsely reporting success.
Ripple is an open-source CI gate that enforces deterministic boundaries on AI coding agents, preventing them from editing files outside the approved scope. It solves the authorization pain for developers using AI-assisted coding, ensuring agents only touch the intended code.
Ripple is an open-source CI gate that enforces deterministic boundaries on AI coding agents, preventing them from editing files outside the approved scope. It solves the authorization pain for developers using AI-assisted coding, ensuring agents only touch the intended code.