Havuz

An opinionated, curated list of tools for enforcing software development standards: one recommended tool per job, with limits.

Self-hosted decision model (selfjev-4b) with a Jev-compatible API: Python SDK, server, fine-tuning and RLCD.

🕷️ The fastest open-source AI Gateway and LLM Gateway — one binary with built-in console to route, secure, budget and observe every LLM call

DeepSeek Harness gate - per-turn persistent-operation counter: remind, instruct the model to stop, then ask for confirmation. Steps aside un

Open-source platform for AI chat agents that answer from your own knowledge base. Hybrid RAG search in PostgreSQL, MCP and custom tools, gua

Decisions, not essays: a choice, a yes or no, or a score with a calibrated probability. Open weights, Jev-compatible API, adaptive thinking.

Free local guardrail for AI coding agents: every tool_call judged on-device (regex + Laya), allow/review/block

⚖️ Kadı — a calibrated judge in front of your frontier LLM. Routine decisions answered locally with a conformal-prediction guarantee (≤ α di

Smriti (स्मृति): private, local-first agentic RAG with System 1 + System 2 thinking over your notes, books and documents. Guardrails, tracin

Open-source guardrails for AI agents powered by decision models like Jev; checks prompts, retrieved content, tool calls and responses for pr

Budget caps, runaway-loop detection and circuit breakers for AI agents. Zero dependencies, framework agnostic.

x402 risk-check provider: signed pre-payment verdicts — OFAC, phishing feeds, transaction simulation, drainer-kit code, and our own EIP-7702

Coding agent’lara TypeSafe AI Jev ile typed decisions ve calibrated confidence kullanmayı öğreten, topluluk projeleri ve code sketch’leri içeren bir agent skill’idir.

Neden yükseliyor · İki günlük yaşında 69 yıldız almış; bu erken ilgiye işaret ediyor. Ancak son commit ve farklı yazar verisi ölçülmediğinden ilginin kaynağı ve proje aktivitesi hakkında daha güçlü bir çıkarım yapılamaz.

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

Brakes for the software factory: deterministic checks, a fresh-context reviewer that commits its fixes, and one-way-door triage for coding a

JevStyle: local decision models for AI agents. Classify, route and score with a probability per option. systemone-compatible local server, M

Typed judgment tools for MCP agents. TypeSafe's Jev model as verify, screen, find, classify, rerank, decide, compare, extract, review, gate,

jevmem saves the decisions, rules and failed approaches from your Claude Code chats to JEVMEM.md in your repo, and brings the relevant ones

A custom coding harness for TypeSafe AI's Jev: an LLM proposes, Jev answers narrow questions, code decides, every step leaves a receipt.

⚡ Millisecond System-1 judgement for every tool call in DeepSeek Harness — Jev-powered risk classification & evidence-gated auto-approval. F

248 small Jev decisions for JavaScript and TypeScript: route, rerank, gate, grade, compare, and label text for agents, RAG, support, code re

jevals, agent trace'lerini eval ve guardrail kontrollerinden tek istekte geçirerek production veya agent loop içinde değerlendirmeyi amaçlayan bir Python kütüphanesidir.

Neden yükseliyor · 7 günlük bir repoda 97 yıldız, 5 commit ve 4 farklı yazar erken ilgi ve katkı işareti. Tek istekte birden fazla kontrol, düşük maliyet ve agent loop'a uygun hız iddiaları dikkat çekiyor; performans ve maliyet rakamları README'de verilmiş, bağımsız doğrulama olarak kabul edilmemeli.

Coding-agent tools on TypeSafe's Jev, measured in public. review-router: caught 13 of 13 CVE fixes a filename rule sent to a quick review. j

Command-line tool for TypeSafe's Jev AI model

Screens an AI agent's tool calls before they run and tool results before the agent reads them. An MCP proxy plus a hooks adapter for a clien

Runtime constraints for the pi coding agent: checks every side-effecting tool call against what you said, before it runs. Powered by TypeSaf

Stateless governance proxy for MCP (2026-07-28): policy, dry-run, human confirmation, audit, tracing

Stops AI coding agents from claiming work is done without evidence. Deterministic hooks decide, TypeSafe's Jev advises. Append-only ledger,

Deterministic telemetry & control plane for multi-agent AI systems. Atomic POSIX JSONL event bus, W3C/OpenTelemetry DAG reconstruction, and

Auto-permission engine for Antigravity CLI (agy): deterministic AST parser + LLM classifier

Zero-dependency guardrail framework for AI agents. Stops runaway loops, prompt injection, hallucination and unsafe tool calls before they ex

DodoGuard: Take AI Agents to Production. Test, validate, and operate AI Agents before and after deployment.for Dify, Coze, FastGPT, n8n, Ten

A lightweight, zero-dependency Python checkpoint layer for structured LLM output reliability.

Provenance-aware runtime security for AI agents with deterministic ALLOW / REVIEW / BLOCK enforcement.

白箱AGI架构探索：元认知（自我认知循环）、持续学习（知识飞轮）、世界模型（条件空间+语义时空图）、自我改进（自举纪律）、零LLM白箱管线与可审计信任护栏。

Stop That Shit, AI coding agent’ların izinsiz kapsam genişletmesini ve gereksiz savunma kodu eklemesini Skill kuralları ve platform Hook’larıyla sınırlamaya çalışır.

Neden yükseliyor · AI coding agent’ların gereksiz iş üretmesi ve kullanıcıların sınır koyma ihtiyacı güncel, anlaşılır bir sorun. Repo 47 günde 2304 yıldız almış; son 28 günde 37 commit ve 3 farklı yazar aktiviteye işaret ediyor. Yıldızlar ilgi göstergesidir, gerçek kullanım veya etkililik kanıtı değildir.

Guardrails for AI coding agents — Claude Code, Codex and Antigravity — enforced by a real git pre-commit gate. One command installs AGENTS.m

Privacy and security guardrails for Spring AI: request-scoped PII tokenization, least-privilege disclosure to tools, and tool authorization

NeuralForge is an end-to-end LLM fine-tuning & serving platform. It leverages LoRA (PyTorch/Hugging Face) for domain adaptation, cutting err

Six skills tell coding agents how to work. Two guards enforce the parts that should not depend on judgment.

Streaming privacy for LLM apps: pii-leak-benchmark (does your gateway leak PII in streams?), chunk-invariance (one-line test for split-bound

Guardrails para desenvolver com agentes de IA: gate de CI bloqueante, hooks determinísticos, supply chain travada e fluxo de task com evidên

A Claude Code mod that holds subagent fan-out, heavy-context prompts and retry loops before they spend your usage window. It reads your plan

An MCP server that lets AI agents operate a multi-cluster Kubernetes fleet through an Open Cluster Management hub, with policy, approval, an

The gate between an AI agent and real money. Runtime authorization for financial AI agents: structured intent, deterministic policy, human a

Lightweight, agent-friendly AI security toolkit for Node.js & TypeScript. Check if your agent has loaded the skill, Stop prompt injection, a

a DSL for automated deterministic rules. Built for AI agents and quantitative Trading systems.

Zero-leak online detection of LLM decoding corruption and Free Web Search for your AI agents! Catch repetition loops, language drift and gar

🛡️ Runtime guardrails for AI agents. Intercept and block unsafe tool calls caused by prompt injection.

Fast, deterministic verifier and gate for AI agents: exact math, claim and citation checks, shell/write policy, hash-chained step ledger and