FORGE

What it does

FORGE is a VSCode extension that uses Llama 4 to refactor your Python code — then formally proves it's equivalent to the original using Z3, CrossHair, and runtime tests. Clean, bug-free refactoring with guarantees. AI + formal methods, finally.

Contribute to sara-kothari/FORGE-refactor development by creating an account on GitHub.

This is the README for your extension "forge". After writing up a brief description, we recommend including the following sections. Describe specific features of your extension including screenshots of your extension in action. Image paths are relative to this README file. Tip: Many popular extensions utilize animations. This is an excellent way to show off your extension! We recommend short, focused animations that are easy to follow. If you have any requirements or dependencies, add a section describing those and how to install and configure them. Include if your extension adds any VS Code settings through the contributes.configuration extension point. Calling out known issues can help…from github.com

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  Forge – Guardrails take an 8B model from 53% to 99% on agentic tasksMay 2026 · github.com · ▲687

  Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments. I built Forge, an open-source reliability layer for self-hosted LLM tool-calling. What it does: - Adds domain-and-tool-agnostic guardrails (retry nudges, step enforcement, error recovery, VRAM-aware context management) to local models running on consumer hardware - Takes an 8B model from ~53% to ~99% on multi-step agentic workflows without changing the model - just the system around it - Ships with an eval harness and interactive dashboard so you can reproduce every number I wanted to run a handful of always-on agentic systems…

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  TensorBlock Forge2025 · tensorblock.co · ▲378

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