tokens&
For enterprises
tokens&

Find tools, check provider offers, save a build plan, and share your work when you’re ready.

For buildersFor enterprises

For builders

  • Startup credits and perks
  • Agent Skills
  • Publish a project

For enterprises

  • Start free company workspace
  • Submit a tool, product, or perk

Community

  • Community
  • Newsletter
  • Events
Xin

© 2026 tokensand, LLC. All rights reserved.

  • Terms
  • Privacy
  • Security
  • Data Processing
  • Status
  1. Hackathon
  2. Project gallery
  3. Weaver
Nithin Aruswamyabout 2 hours agoBuilderJudging locked: Event build

Weaver

An autonomous Git guard that detects Semgrep vulnerabilities, verifies LLM-generated code patches against local test suites, and commits verified fixes alongside synthesized regression rules.

Review the project

Start with the source code, then open the demo or video if available.

View GitHub repository
Watch demo videoProject gallery
Demo video
Watch demo video
Project description
Weaver is an autonomous remediation agent that continuously watches a Git repository and automatically fixes vulnerabilities detected by Semgrep. When a finding occurs, the engine attempts Semgrep's native autofix before falling back to a language model to draft a contextual patch. Every proposed patch undergoes an automated verification loop comprising a Semgrep rescan, code compilation, and the repository's test suite. If all verification checks pass, Weaver commits the fix and generates a custom Semgrep rule to block future regressions; otherwise, the change rolls back after three attempts and flags a human. The entire process runs locally without manual ticket creation, exposing an audit trail of every mend via a local web interface.
Project links
  • GitHub repository
  • Demo video
Tools used
  • Agent Toolkit for AWS logoAgent Toolkit for AWS
  • Guild.ai logoGuild.ai
  • SSemgrep
  • AAkash
Tools used
  • Agent Toolkit for AWS logoAgent Toolkit for AWS
  • Guild.ai logoGuild.ai
  • SSemgrep
  • AAkash