mr-fatalyst / oxyde
Oxyde ORM is a type-safe, Pydantic-centric asynchronous ORM with a high-performance Rust core designed for clarity, speed, and reliability.
mr-fatalyst / oxyde
zopefoundation / RestrictedPython
A restricted execution environment for Python to run untrusted code.
nuclia / nucliadb
NucliaDB, The AI Search database for RAG
pallets / markupsafe
Safely add untrusted strings to HTML/XML markup.
ARA-Labs / Agent-Native-Research-Artifact
Research Artifact Protocol for Rigorous and Trustworthy AI Scientists
stanfrbd / cyberbro
A simple application that extracts your IoCs from garbage input and checks their reputation using multiple CTI services.
PyO3 / setuptools-rust
Setuptools plugin for Rust support
dereknguyen269 / programing-best-practices
Awesome Programming Best Practices for Beginners
HowieHwong / TrustLLM
[ICML 2024] TrustLLM: LLM trustworthiness evaluation across truthfulness, safety, fairness, robustness, privacy and ethics. Python/CLI toolkit for local models, compatible APIs and AI agent orchestration.
ZJU-REAL / HugAgentOS
HugAgentOS: The Self-Evolving AgentOS for Ontology-Grounded Trustworthy Reasoning
python-trio / trustme
#1 quality TLS certs while you wait, for the discerning tester
aws-samples / service-screener-v2
A tool for customers to evaluate their AWS service configurations based on AWS and community best practices and receive recommendations on potential improvements.
keylime / keylime
A CNCF Project to Bootstrap & Maintain Trust on the Edge / Cloud and IoT
Env-Kit / envkit-releases
EnvKit — free local development environment for Windows & macOS: nginx/Apache, multiple PHP versions, MySQL/MariaDB, PostgreSQL, Redis, MongoDB, Mailpit, Node.js, trusted .test HTTPS, and a built-in MCP server for AI-assistant control. A Laragon/XAMPP/Herd alternative.
ibrahimqureshae / mdflux
Turn any document into clean, AI-ready Markdown. Local-first desktop app: reads scanned PDFs, batches folders, runs offline, and uses far fewer tokens than vision models.
zengxiao-he / tessera
From teacher to tiles — a from-scratch LLM distillation & serving engine: custom Triton/CUDA kernels, FSDP distillation, paged-KV continuous batching, speculative decoding, a Rust gateway, a JAX oracle, and interpretability tooling.
sourmash-bio / sourmash
Quickly search, compare, and analyze genomic and metagenomic data sets.
ImKKingshuk / LockKnife
LockKnife: The Ultimate Android Security Research Tool. A unified TUI workspace and headless CLI for deep Android security research, built for researchers and hackers. Powered by Python orchestration and a Rust-accelerated core, enabling AI agent–driven hacking, credential recovery/cracking, APK analysis, intelligence gathering, runtime inspection.
drandyhaas / KiCadRoutingTools
A set of Python/Rust tools to aid routing in KiCad
daixudk96-max / agent-skill-gate
Agent Skill 步进治理体系：由程序保证 Agent 不跳步骤（step-gate Rust 门控 + 交付门 + 链治理）
Rose22 / openlumara
handwritten harness for AI, not vibecoded, everything is a module/plugin, tailor made for use with local models, tiny system prompt (around 1k by default), support for exclusive llamacpp features, strong security, strict zero-trust-in-the-ai policy (the code hard limits the ai, no amount of prompt engineering will bypass it)
syncable-dev / memtrace-public
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
caura-ai / caura
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
erwinmsmith / SOMAS
A Trusted Human-Multi-Agent Reinforcement Learning Interaction Framework
FuDie0915 / Super-Instruct-Codex-5.6
针对GPT 5.6的破甲实验项目，基于Rust开发
Sheltercosmo / jev4pg
Established strong JEV based natural language to SQL performance and well-covered semantic operators for PostgreSQL(PG) with optimized cost and latency. Reusable evidence, with native execution, parallel plans and explainable embeddings in development preview.
ChiefGyk3D / Clouds-Against-Humanity
OpenTofu + DigitalOcean + Spacelift + Doppler + Twingate: a zero-trust cloud lab, built in costed stages.
theblazehen / awesome-tern
A curated list of plugins, apps, tools and resources for Tern, Stencil's Rust-native neoterminal
liyuqin606-del / packrehearsal
Turn npm, Python, and Rust release evidence into bounded Codex maintenance tasks.
parqdb-io / parqdb
Billion-scale embedded vector database built entirely on Parquet and Arrow.
apromisedland / trustworthy-agent-simulation
Auditable LLM multi-agent town simulation with AgentScope, Mesa, replay, policy experiments, and Streamlit
unclebob / crapper
CRAP scores for Clojure, Java, Go, TypeScript, Rust, and Python, in the snapshot uml-viewer reads.
Sega757 / meta-core
Deterministic telemetry & control plane for multi-agent AI systems. Atomic POSIX JSONL event bus, W3C/OpenTelemetry DAG reconstruction, and circular handoff guardrails.
trustybird / AvenCores-open-antigravity-patcher
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pengw0048 / wot-offline-battles
World of Tanks 0.8.2 offline-battle mod with tactical bots and trusted-LAN multiplayer
chris-ritsen / samsung-tv-root
Samsung QN90B and QN90F root
Yuxuan2003 / Awesome-GUI-Agent-Security
GUI / Computer-Use / Browser Agent 安全论文清单 —— 按攻防轴组织，每篇附中文简介
InferMatrixLab / system1-omni
community maintained vllm/vllm-omni style inference engine for system1 models in Rust for extreme efficient performance
Staatsgeheim / MathKernel
Evidence-aware multi-engine mathematics runtime for LLMs: exact, symbolic, formal, certified-interval and numeric computation with typed MathIR, trust labels, and full provenance
cloudpayload / chatpin
Chatpin puts your AI’s chat template under inspection and lock. Compare it with the publisher’s original, flag suspicious conditional logic, and pin the version you trust so unexpected changes fail CI before deployment. Built for GGUF and safetensors workflows. Your model has a chat template. Give it a tamper alarm.
google / rust-skills
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peditx / tauri-skills
PhD-level Tauri 2 desktop app skills: Rust, React, Python, MCP, streaming, CI/CD — parallel execution ready
amutable-systems / tine
Build packages, go/Rust projects, and OS images with Buck2
reveny / Android-Device-Trust
Android device attestation and fingerprinting tool
MichaelS1011 / ephemora-cell
Ephemeral, stateless, capability-bound execution for untrusted AI and agent-generated code.
unclebob / mutator
Mutation testing for Clojure, Java, Go, TypeScript, Rust, and Python, in the snapshot uml-viewer reads.
arpanpathak / gpu-parallel-book
📖 GPU parallel programming from the ground up : CUDA C++ and Rust 🦀 kernels paired with clickable SVG 2D/3D architecture diagrams (warps, SMs, memory tiers). Includes reduction, scan, matmul, and a full image‑processing capstone
TAKU-ZE / mobile-trust-lab
An Android security research lab for analyzing client trust boundaries, insecure local state, exported components, and runtime integrity controls. Includes a purpose-built vulnerable app, static APK checks, Frida instrumentation, reproducible findings, and validated remediations.
sauravsingla / agentweave
Pre-inference tool and agent routing for MCP, A2A and tool-rich LLM systems. Reduce candidate tools before model inference with policy-aware routing and recovery.
EXwhitewood / wanxiangpu-loreweft
万象谱 Loreweft｜面向长篇小说工程的 AI 原生创作工作台｜AGPL-3.0 开源
marktaylor2090p6 / RustNewClient-v2.5.2
A performance-focused Rust project built with a strong emphasis on stability, modularity, and keeping the codebase up to date with the latest game changes.
hastimal / gemini-healthcare-agentic-platform
Beyond RAG: An open-source agentic healthcare search framework using Gemini and Google ADK for query fan-out, evidence retrieval, grounding, citation evaluation, and trustworthy healthcare information discovery.
directwire / Daub
Headless calibrated-brush renderer: strokes JSON to PNG + layered .kra + layered .psd + reveal video. Pure Rust, no Krita process needed.
KokilaChella / Dental-Trust
Explainable AI for detecting and diagnosing dental issues from X-rays.
sherifican / Agent-FleetOps
Operational tooling & discipline for multi-agent AI engineering fleets — mutation-proven guards, a Textual terminal monitor, generalized skills, and specs. Every check ships with proof it can fail.
iffiX / neutrino
A mini developer hub for your network access, credentials, machines, AI, storage, and remote workflow.
sandeco / pix-golpe
Demo: IA detecta golpe do Pix e rastreia a quadrilha. Rust + Jev vs Python + DeepSeek em tela dividida.
simonguo / evidenceloom
Local-first multi-agent market research desktop workspace built with Tauri, Next.js, and an embedded TradingAgents-compatible core.
useagenthq / threads
Agents you can inspect, replay and trust. An agent framework for TypeScript and Python, built on an append-only event log.
trustabl / agent-opentelemetry-rules
Agent OpenTelemetry (otel) rules pack: enriches opentelemetry with agent telemetry, steps, access rights and policy to explain agent failure.