Symbiotic is a tool for finding bugs in computer programs based on instrumentation, program slicing and KLEE
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Updated
Feb 25, 2026 - Python
Symbiotic is a tool for finding bugs in computer programs based on instrumentation, program slicing and KLEE
Claim-Driven Development: turn software intent into verifiable evidence.
The CBMC starter kit makes it easy to add CBMC verification to a software project.
A neural network verification tool based on the DPLL(T) SMT Solving algorithm.
Read-only mirror of the Klever Git repository
An Exchange Format for Verification Witnesses (MOVED, please follow the link)
Free Collaborative Dynamics Augment for risk-driven software verification, skeptical review, and isolated Agent behavioral evals.
LSVerifier - Large Systems Verifier
Forward symbolic execution engine with path condition tracking, branch bifurcation, and state exploration
Forward symbolic execution engine with path condition tracking, branch bifurcation, and state exploration
Deterministic continuity and verification framework for preserving corrections, uncertainty, evidence, and reconstruction across AI and software handoffs.
🌍 A poly-language execution-based violation-witness validator
Acceptance layer for validating agentic completion against user intent and evidence.
Self-supervising TLA+ formal verification loop — an LLM agent iteratively writes specs and fixes bugs, using the TLC model checker as an incorruptible evaluator. Inspired by Karpathy's autoresearch.
Evidence-accountable verification for AI-assisted code changes before human review.
Local AI engineering and verification system for iterative building, testing, failure analysis, and evidence-based validation.
🎯 Tool for checking CrossHair against a particular dataset. Assignment for the Validation & Verification module.
A Python stdlib-only scaffold that turns AI-assisted development into verified engineering: structured task briefs, evidence bundles, risk levels L0–L4, and active quality gates (interface contracts, test quality, time allocation). Conversation discovers intent; artifacts control implementation; evidence controls acceptance.
Verification and policy enforcement for AI coding agents — claims are not proof.
AI-powered design-by-contract specification tool for runtime verification. Generate and validate contracts from code using advanced language parsing and embedding techniques.
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