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Fail Closed Python Packages

Python packages with the GitHub topic fail-closed. Sorted by monthly downloads, with stars and forks.
QWED-AI
qwed

Open-source AI verification infrastructure for deterministic verification of LLM outputs, tool calls, code, schemas, and agent state before production execution.

18K 60 13
AleseyRodkin
acid-judge

Acid Judge: fail-closed gate for a locked Python-tool body. Catches file swap between lock and judge. Not a sandbox, not an OS.

10K 0 0
Sanflow10
adversary-gate

Executed-evidence verification gate for AI coding agents

6K 4 0
Furox-Art
nomosguard

Deterministic security reasoning core: hash-chained evidence ledger, attack-path rule engine, fail-closed policy gate. LLMs produce evidence and explain decisions; they never cross the decision boundary.

4K 0 0
Sanflow10
adversary-gate-mcp

Executed-evidence verification gate for AI coding agents

2K 4 0
High-ArchyTech-Solutions
archytan-lite

Archytan Lite: a fail-closed, signed authorization gate for AI agents. Quickstart, examples, JSON Schemas, releases and issues.

2K 0 0
AleseyRodkin
acid-engine

Acid Judge: fail-closed gate for a locked Python-tool body. Catches file swap between lock and judge. Not a sandbox, not an OS.

1K 0 0
QWED-AI
qwed-finance

Deterministic verification layer for AI-generated financial decisions. Verifies math (NPV, IRR, Black-Scholes, YTM, VaR), compliance (AML/KYC via Z3), and banking schemas (ISO 20022, SWIFT) β€” fail-closed, proof-backed. Not execution. Verification.

1K 3 4
Phocinae
phocinae-guard

Phocinae command approval gate for AI harnesses (Claude Code / Cline / Codex / Crush / dsh hooks): fail-closed local decision guard

939 0 0
BGMLAI
gate-cat

Block irreversible AI-agent actions before they run β€” deterministic, fail-closed action veto for Claude Code, Codex, Cursor, and other tool-using agents.

808 2 0
RudrenduPaul
workspaceguard-cli

Per-workspace usage metering and fail-closed quota caps for self-hosted AI deployments. CLI + library, npm & PyPI.

765 0 0
QWED-AI
qwed-legal

πŸ›οΈ Deterministic rejection layer for computational legal claims. Verifies dates, amounts, and structured constraints; blocks unproven legal outputs.

763 4 4
acgs-ai
acgs

ACGS Governed Systemβ€” runtime governance broker for autonomous agent execution

562 2 0
QWED-AI
qwed-a2a

Fail-closed Agent-to-Agent verification, provenance, and attestation infrastructure for AI systems.

512 0 3
capfencelabs
capfence

Open-source authorization gateway for AI agent tool calls. Enforce allow, deny, and approval-required decisions before agents execute tools.

420 8 2
QWED-AI
qwed-tax

The Verification Gate for AI-Generated Tax Decisions. Deterministic tax verification layer powered by Z3 and Decimal math β€” sits between AI agents and execution systems. Not a calculator, not a filing platform.

361 1 2
G-Schumacher44
review-pantheon

Five read-only AI review agents and a fail-closed PR gate β€” hunter/verifier twins in CI, philosopher counsel in design. Provider-agnostic: Claude-first with Codex/Gemini/Cursor lanes.

289 2 0
capfencelabs
shadowaudit

Open-source authorization gateway for AI agent tool calls. Enforce allow, deny, and approval-required decisions before agents execute tools.

269 8 2
QWED-AI
qwed-infra

Deterministic verification layer for infrastructure as code. Verifies AWS IAM policies, network reachability, and cost estimates before deployment β€” sits between AI agents and cloud execution. Powered by Z3 and NetworkX.

190 2 1
machineid-io
machineid-io

Official Python SDK for MachineID - simple device registration and validation for AI agents.

185 0 0
croresnos
preflight-gate

Fail-closed admission for Python plugins: inspect inert manifests and refuse unapproved code before import. Artifact trust and Windows isolation are active alpha work.

174 0 0
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology