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github.comrepo🛡️ Security

eness/php2shell-CVE-2026-109618-CVE-2026-109619-PoC

php2shell is the name given to two critical pre-auth remote code execution flaws, CVE-2026-109618 and CVE-2026-109619, in PHP core's session upload progress handler (php_session_rfc1867_callback), where zend_hash_update frees live zval pointers that are later reclaimed and redirected into zend_call_function to run zif_system. This repository ships poc_109618.py, a fully automated four-stage HTTP exploit that leaks ASLR offsets via Set-Cookie headers against php:8.4.26-apache on Debian Bookworm, along with a root-cause C source patch, mitigation scripts to disable session.upload_progress, and WAF/ModSecurity/Lighttpd/Apache rules plus detection guidance for anomalous PHP worker child processes. Confirmed PHP versions include 8.4.4 and 8.2.34, with EOL branches (5.x, 7.x, 8.0, 8.1) left without official vendor patches.

PHPDockerCloudflare+1

CVE-2026-109618CVE-2026-109619PHP2Shell+6

Offensive Security, AppSec, Blue Team & Detection· Added 23 Oct 2026, published 21 Oct 2026

github.comrepo🛡️ Security

ikow/php2shell-poc

php2shell-poc is a proof-of-concept and detection toolkit for CVE-2026-109618 and CVE-2026-109619, two PHP vulnerabilities tied to session.upload_progress handling and a Zend engine out-of-memory bailout path affecting PHP 5.4.0 through 8.5.11. The repository includes three working exploit chains, a Docker-based lab (PHP-FPM, nginx, Apache mod_php) for reproduction, and pre-built Suricata, Sigma, ModSecurity, and Lua detection rules. The author recommends disabling session.upload_progress as an interim mitigation, noting the underlying memory corruption requires a full PHP patch to fix.

PHPWordPressDocker+3

CVE-2026-109618CVE-2026-109619GHSA-w8hw-w9fx-j79w+3

AppSec, Offensive Security, Blue Team & Detection· Added 23 Oct 2026, published 21 Oct 2026

github.comrepo🧠 AI

DeepInfer: High-performance inference framework for DeepSeek models

DeepInfer is DeepSeek's open-source inference framework for offline inference of DeepSeek-V4.1-Flash, released under Apache 2.0. It covers attention data parallelism, MoE expert parallelism with load balancing, draft-token decoding with confidence-scheduled verification, batch-invariant inference, deterministic sampling and structured outputs. It runs on NVIDIA SM100 GPUs and Huawei Ascend 950 NPUs. The KV cache system, prefill/decode disaggregation and load balancing are not included.

DeepInferFlashMLADeepGEMM+13

DeepSeekDeepSeek-V4.1-FlashNVIDIA

inference· Added 21 Oct 2026, published 20 Oct 2026

huggingface.corepo🧠 AI

google/embeddinggemma-2

Model card for EmbeddingGemma 2, an open (Apache 2.0) 740M-parameter multimodal embedding model from Google DeepMind built on Gemma 4. It maps text, code, images, video and audio into one 768-d space, with a 270M text backbone and optionally loadable 170M vision and 300M audio encoders, an 8K context, and Matryoshka truncation to 128/256/512/768 dims. The card gives practical guidance: task instruction prefixes, re-normalising after truncation, avoiding float16 (NaN or degraded embeddings), interleaved multimodal inputs with placeholder tokens, and vision token budgets. It targets on-device search, RAG, classification and clustering.

Hugging FaceTransformerssentence-transformers+5

EmbeddingGemma 2Google DeepMindGemma 4+1

models, multimodal, llm-apps· Added 12 Oct 2026

x.comrepo🛡️ Security

Dan Kornas (@DanKornas) on X

Arcjet JS SDK is an Apache-2.0 JavaScript monorepo that adds runtime security checks to AI apps, agents and HTTP endpoints. It ships framework SDKs (Next.js, Node.js, Bun, Deno, Fastify, NestJS) plus a Guard API for agent tool calls, MCP handlers, queue workers and background jobs that have no HTTP request object. Features include prompt injection detection, sensitive-information detection (PII, credit cards, custom patterns) and token-bucket, fixed-window and sliding-window rate limiting.

ArcjetModel Context ProtocolNode.js+3

AI Security, AppSec· Published and added 11 Oct 2026

x.comrepo🧠 AI

Dan Kornas (@DanKornas) on X

Arcjet JS SDK is an open-source (Apache-2.0) JavaScript monorepo that adds runtime security to AI apps, agents and HTTP endpoints. It ships request SDKs for Next.js, Node.js, Bun, Deno, Fastify and NestJS. It also has a Guard API for places with no HTTP request object, such as agent tool calls, MCP handlers, queue workers and background jobs. Built-in checks cover prompt-injection detection, sensitive-information detection (PII, credit cards, custom patterns) and token-bucket, fixed-window or sliding-window rate limits, including token budgets.

Arcjet JS SDKJavaScriptNext.js+6

ArcjetDan Kornas

ai-infra, agents· Published and added 11 Oct 2026

huggingface.corepo🧠 AI

Qwen3.8-27B (Apache-2.0, multimodal dense, 262k ctx)

Model card for Qwen3.8-27B, a 27B dense vision-language model from the Qwen team with a hybrid Gated DeltaNet / Gated Attention layout (64 layers, 16×(3 DeltaNet + 1 attention)), MTP training, and 262k native context extensible to 1M via YaRN. It targets coding, research and long-horizon agentic tasks, with thinking on by default, reasoning_effort levels (xhigh/medium/low) and preserve_thinking. The card gives deployment recipes for Transformers, vLLM, SGLang and TokenSpeed, recommended sampling parameters, video-token settings for hour-scale video, and benchmark notes (SWE-bench Pro, NL2Repo-Bench, DeepSWE, HLE, MathVision, WebArena-Verified, etc.).

Qwen3.8-27BHugging FaceTransformers+8

QwenQwen3.5SWE-Bench Pro+14

models, multimodal, inference· Added 9 Oct 2026

huggingface.corepo🧠 AI

Aleph Alpha Kolibri-1 (78B MoE, Apache 2.0)

Kolibri-1 is Aleph Alpha's 78B-parameter mixture-of-experts reasoning model focused specifically on German and English, released under Apache 2.0 with weights, a vLLM plugin, and an extensive model card. It supports explicit reasoning-effort levels, Hermes-style tool calling, and a native 262144-token context validated to over 1M via sliding-window attention; the card details its UniBPE German-aware tokenizer, pre-training mid-training and long-context training recipe, MergeMix-based data-mix search, Merlin-Arthur hallucination-mitigation RL protocol, and benchmark results against Qwen3.5, Gemma 4, Nemotron 3 Nano, and Apertus on MMLU-Pro, GPQA, AIME, SWE-bench Verified, Terminal-Bench 2.1, and HLE.

Hugging FacevLLMPyTorch+3

Aleph AlphaKolibri-1Kolibri Base+21

models, training, evals· Added 8 Oct 2026

github.comrepo🧠 AI

claude-mem — persistent memory system for Claude Code and other coding agents

Claude-Mem is an open-source persistent memory plugin for Claude Code and other coding agents (Codex, OpenCode, Grok Bot, T3 Code, OpenClaw) that captures tool-usage observations during sessions, compresses them into semantic summaries, and reinjects relevant context into future sessions. It uses five lifecycle hooks (SessionStart, UserPromptSubmit, PostToolUse, Stop, SessionEnd), a local SQLite database, a Chroma vector store for hybrid semantic+keyword search, and exposes three MCP tools (search, timeline, get_observations) that follow a token-efficient layered retrieval pattern to cut context costs roughly 10x. It is Apache-2.0 licensed, built with the Claude Agent SDK and TypeScript, and ships an optional hosted "observer" memory service alongside self-hosted options via OpenRouter/Gemini keys or an Anthropic plan.

Claude CodeCodexOpenCode+7

Grok BotT3 CodeAntigravity CLI+3

coding-agents, mcp· Added 5 Oct 2026

huggingface.corepo🧠 AI

Tencent Hy4 preview (open-weight MoE + Sherry quantization)

Hy4 preview is Tencent's new flagship Mixture-of-Experts language model: 770B total parameters with 49B activated per token across 78 layers (256 routed experts + 1 shared expert, top-8 routing), plus a native 10B multi-token-prediction layer for speculative decoding. It introduces Gated DeepSeek Sparse Attention with IndexCache for cross-layer index reuse and identity Hyper-Connections (iHC) on the residual path, and in blind internal evaluations on engineering tasks it edges out GLM-5.3 and Kimi K3. Weights (including an FP8 variant) are released under Apache 2.0 on Hugging Face with vLLM/SGLang deployment recipes and AngelSlim-based quantization/compression tooling.

Hugging FacevLLMSGLang+4

TencentTencent Hy4 previewHy3 preview+17

models· Added 2 Oct 2026

github.comrepo🧠 AI

Launch HN: Magnitude (YC S25) – Self-optimizing inference engine for agents

Magnitude is an open source local inference engine (Apache 2.0) that compiles and tunes its GPU/CPU kernels on the user's exact device before a model runs, claiming up to 2x faster decode than llama.cpp (92% faster on Metal, 19% on CUDA) with 27% lower memory per agent. It ships as a cross-platform desktop app with a bundled CLI and an OpenAI-compatible API, offering one-click connections to agent tools like Pi, OpenCode, Hermes, Codex, OpenClaw, Claude Code, and Cline, running fully offline on Apple Silicon, NVIDIA, AMD, or CPU-only hardware.

llama.cppCUDAOpenCode+5

MagnitudePiHermes+2

inference· Published and added 30 Sep 2026

github.comrepo🧠 AI

StartLuxLabs/StartLux-Decision

StartLux-Decision is a family of open decision models (0.8B to 27B, plus a 35B-A3B mixture of experts) that return probabilities for every option of typed choice, yes/no and score questions. The repository holds the inference engine and HTTP server (vLLM plugin, /v1/systemone API), with Instant one-pass and AutoThink gated-reasoning variants. Reports first place of 174 entries on Decision Index 0.3.2 (69.12). Code is Apache 2.0; weights are CC BY-NC 4.0.

vLLMPythonHugging Face+3

StartLuxStartLux-DecisionStartLux-Decision-v1-27B+10

models, inference, evals· Added 23 Oct 2026, published 29 Sep 2026

github.comrepo🧠 AI

Simreal-AI/Simreal-MLBench

Simreal-MLBench is the open, minimal slice of ML Benchmark, a verifiable evaluation environment for machine learning research agents, covering 60 tasks across tabular learning, forecasting, vision, language, audio, multimodal and structured scientific data. It splits an open, Apache-2.0 layer (task definitions, scoring rule, verification tooling) from a commercial operated layer (SimReal's sandboxed runtime, gateway, submission broker and official scoring), scores tasks as 100xp^2 against a frozen reference leaderboard, enforces a source-blind two-submission protocol, and provides full provenance for every published number. It is positioned as an alternative to MLE-bench with a distinct task selection, resource protocol, and scoring scheme, aimed at supporting RLVR and agent self-improvement research.

Python

Simreal-AISimRealMLE-bench

evals· Added 26 Sep 2026, published 21 Sep 2026

github.comrepo🧠 AI

sno-ai/sno-station

Sno Station is an open-source (Apache-2.0) local workstation that coordinates multiple AI agents (Claude Code, Codex, OpenClaw) as a 'Duo': they share an encrypted on-disk memory store, hand off tasks when one hits a rate limit, peer-review each other's work, and run a nightly self-improvement loop that proposes edits to their own skill files based on session history. It reports results on the Memora benchmark (FAMA/FAA metrics for forgetting-aware long-term memory) and cites Karpathy's 'LLM Wiki' and Google's WikiSkill as design inspirations.

Claude CodeCodexOpenClaw

MemoraLoCoMoLongMemEval+8

coding-agents, agents· Added 26 Sep 2026, published 19 Sep 2026

github.comrepo🧠 AI

bilibili/Index-Translate

Index-Translate is Bilibili's Apache-2.0 family of multilingual, multimodal translation models built on Qwen3.5 (2B, 9B and 35B-A3B preview), covering 150 languages with instruction following (glossaries, format preservation, tone). Variants add native image translation with no OCR (vision encoder), Index-Echo for speech subtitles and dubbing, Index-Homura for syllable-controlled translation and Index-NativeLong for full-document translation. The repo provides GGUF, FP8 and NVFP4 quantized builds, vLLM serving scripts, a free OpenAI-compatible API, four new benchmarks (instTrans, MEME, SandGlass, NAtIveLong), and links to three papers including HOMURA and RIVAL (RL for translation).

Qwen3.5vLLMllama.cpp+6

Index-TranslateIndex-EchoIndex-Homura+19

models, multimodal, evals· Added 10 Oct 2026, published 15 Sep 2026

github.comrepo🧠 AI

headroomlabs-ai/headroom

Headroom is an open-source (Apache 2.0) local compression layer that sits between AI agents and LLM providers, compressing tool outputs, logs, RAG chunks, files and conversation history before they reach the model. It offers a Python/TypeScript library, a drop-in proxy, an `headroom wrap` mode for popular coding agents (Claude Code, Codex, Cursor, Copilot, Aider, etc.), an MCP server, cross-agent shared memory with dedup, and output-token reduction via verbosity steering and effort routing — all running locally with reversible compression (CCR) so originals stay retrievable.

Model Context ProtocolClaude CodeCodex+6

HeadroomKompress-v2-baseSerena+3

ai-infra, coding-agents, mcp· Added 23 Sep 2026, published 7 Sep 2026

github.comrepo🛡️ Security

ForgeGuardian

ForgeGuardian is an open-source (Apache 2.0) supply chain security scanner covering 9 package ecosystems (npm, PyPI, Go, Maven, RubyGems, Cargo, NuGet, Hugging Face, GitHub Actions) via 8 concurrent scan engines and 223+ built-in malicious-package detection signatures. It runs fully offline/local-first, offers a CLI (fgctl) and self-hosted SOC-style dashboard, generates CycloneDX/SPDX SBOMs, supports Sigstore keyless signing and provenance tracking, policy-as-code rules, dependency topology/attack-surface mapping, drift detection with auto-quarantine, and SARIF output for GitHub Actions CI integration, plus optional AI-powered advisory/patch-agent triage.

npmPyPIGo+3

Supply Chain, DevSecOps· Published and added 5 Sep 2026

github.comrepo🧠 AI

Agenta-AI/awesome-ai-agent-platforms

A curated, CC0-licensed GitHub list cataloguing open-source AI agent platforms across five categories: persistent AI coworkers (Agent Zero, Agenta, LibreChat, LobeChat, Open WebUI, OpenClaw), developer agent frameworks (CrewAI, LangGraph, LlamaIndex, Haystack, Langflow, Letta, Agno, Pydantic AI, OpenAI Agents SDK), workflow/automation runtimes (n8n, Temporal, Prefect, Dagster, Apache Airflow, Windmill), browser agents (Browser Use, Skyvern), and coding agents (Aider, Cline, Goose, OpenHands, Open Interpreter). Each entry states a factual one-line description plus its license and hosting model, with selection criteria requiring an active repo, a usable product, and verifiable licensing — companion comparison table hosted at aiagentplatforms.dev.

PythonDockerNode.js+5

FlowiseOpenClawCline+43

agents, coding-agents· Added 30 Sep 2026, published 2 Sep 2026

github.comrepo🧠 AI

Superior-Trade/trading-terminal

Open-source (Apache-2.0) AI trading terminal for Hyperliquid where a user sketches a chart read (trendlines, levels, fib retracements) and an agent turns it into a ranked trade setup with entry, stop and target, then generates a Freqtrade Python strategy to trade it. The generated strategy passes through a validator that catches unsafe patterns and sends failures back to the model in a repair loop until the code is safe to deploy, a pattern documented in docs/strategy-pipeline.md. It is self-hostable or available as a hosted build, and also exposes an agent-facing entry point (SKILL.md) for coding agents like Claude Code, Codex and Cursor to trade directly without the UI.

Node.jsPostgreSQLPython+5

Superior TradeHyperliquidOpenClaw

agents, llm-apps· Added 2 Oct 2026, published 21 Aug 2026

github.comrepo🧠 AI

genspark-ai/genoffice

GenOffice is an open-source (Apache-2.0) desktop office suite for macOS/Windows/Linux that opens native .docx/.xlsx/.pptx/PDF/Markdown/HTML files and puts an AI agent inside the editor, applying edits as byte-preserving diffs, tracked changes and live spreadsheet formulas rather than pasted text. It exposes the same engines to coding agents via a `genoffice` CLI, a bundled skill for Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf, and an MCP server with 29 tools (plus an HTTP variant for headless/remote use), and includes a local SQLite full-text file search optionally reranked by TypeSafe's Jev judgment model. Users can bring their own key (Claude, OpenAI, Gemini, DeepSeek, and others) or sign in with Genspark to route model calls through a proxy.

Model Context ProtocolClaude CodeCodex+11

GenOfficeGensparkTypeSafe+7

mcp, coding-agents, llm-apps· Added 30 Sep 2026, published 31 Jul 2026

github.comrepo🛡️ Security

OpenNVR

OpenNVR is a self-hosted, Docker-deployed network video recorder for ONVIF/RTSP IP cameras that is explicitly designed around a "sovereign, air-gapped by default" security architecture: network isolation between camera/gateway/analytics planes, Fernet-encrypted credentials at rest, RTSPS transport, and two default-deny gates (DEPLOYMENT_MODE=offline, AI_SOVEREIGNTY=local_only) that keep cloud and AI egress returning HTTP 403 until explicitly opened. It's positioned as a response to systemic IP-camera weaknesses (default creds, hard-coded keys, unsigned firmware, vendor cloud aggregation) exploited historically by the Mirai botnet and the 2021 Verkada camera-feed breach, and targets regulated buyers newly barred from Hikvision/Dahua/Uniview/Edimax-class vendors under NDAA §889 and 2025-26 FCC enforcement. Its pluggable AI Adapter Contract (Apache-2.0 SDK) lets third parties add detection/LLM capabilities out-of-tree, with correlation-ID audit trails and SHA-256 model fingerprinting for compliance evidence.

DockerOllamaPython

MiraiVerkadaNDAA §889+4

Hardware & RF· Published and added 18 Jul 2026

github.comrepo🛡️ Security

brain0

brain0 is an open-source (Apache-2.0) passive observer that builds a decision graph linking git commits to the AI-agent prompts/sessions that produced them, by reading git history alongside Claude Code and Codex transcripts on disk. It reconciles what agents claim they changed against what actually changed (drift detection), flags sessions that read secrets like .env files or private keys before pushing (DLP audit), and computes a two-dimensional risk score per artifact, exposed via a local GUI, CLI, and an MCP server for agent queries.

Claude CodeCodexModel Context Protocol+3

AI Security, DevSecOps· Published and added 15 Jul 2026

github.comrepo🛡️ Security

AI Security Briefing

HackAgent is an open-source Python SDK and CLI for testing the security of AI agents, automating research-backed attacks (e.g. jailbreaks, prompt injection) to surface vulnerabilities before exploitation. It runs locally with no API key required (SQLite-backed results and a built-in dashboard), supports an optional cloud reporting mode, and can drive browser-based agents via Playwright for WEB-provider targets. The project is Apache-2.0 licensed and framed explicitly for authorized security testing and coordinated disclosure.

PythonPlaywrightSQLite

AI Security· Published and added 10 Jul 2026

github.comrepo🛡️ Security

Pipelock

Pipelock is an open-source (Apache 2.0 core) AI agent firewall that sits between agents and the network, mediating HTTP, WebSocket, MCP, and A2A traffic to detect secret exfiltration, prompt injection, SSRF, and MCP tool poisoning. It scans request/response bodies with a DLP engine (65 built-in patterns, checksum validation), streaming SSE inspection, and MCP tool-call chain analysis, then emits Ed25519-signed, hash-chained action receipts so decisions can be verified offline outside the agent runtime. It also offers OS-level containment (Landlock/seccomp/sandbox-exec), a kill switch, canary tokens, and integrations for Claude Code, Cursor, VS Code, OpenAI Codex, LangGraph, CrewAI, and other agent frameworks.

Model Context ProtocolClaude CodeCursor+3

OWASP Agentic AI Top 10Rekor

AI Security· Published and added 14 Jun 2026

github.comrepo🛡️ Security

OpenCTI-Platform/opencti

OpenCTI is an open source cyber threat intelligence platform for structuring, storing, and visualizing technical (TTPs, observables) and non-technical (attribution, victimology) threat data, built on the STIX2 standard with a GraphQL API and connector framework. It integrates with tools like MISP, TheHive, and MITRE ATT&CK, supports inferred relationships between data points, and offers both an Apache 2.0 Community Edition and a paid Enterprise Edition with additional features.

MITRE ATT&CKMISPGraphQL

STIX2

Threat Intel· Published and added 14 May 2026

github.comrepo🧠 AI

Sim

Sim is an open-source (Apache 2.0) workspace for building, deploying and managing AI agents and workflows, offering a visual flow editor, 1,000+ integrations (Slack, Notion, HubSpot, Salesforce), knowledge base ingestion, and support for every major LLM plus local models via Ollama and vLLM. It ships as a cloud service (sim.ai), a desktop app, or a self-hosted Docker/Kubernetes deployment set up via an npx sim-setup wizard, and is built on Next.js, Bun, PostgreSQL/Drizzle, and ReactFlow.

Next.jsBunPostgreSQL+11

Simsim.ai

agents, llm-apps· Added 22 Sep 2026, published 13 May 2026

github.comrepo🛡️ Security

knostic/OpenAnt

OpenAnt is Knostic's open-source Apache 2 licensed LLM-based vulnerability discovery tool that runs source code through a two-stage pipeline, an agentic detection phase followed by an attack and verification phase, to filter out false positives and surface exploit-verified findings. It is a Go CLI with a Python analysis backend supporting Go, Python, and several beta languages including JavaScript, C, PHP, Ruby, Zig, Swift, and Rust, with pluggable LLM providers such as Anthropic, OpenAI, Google, Ollama, OpenRouter, and Bedrock, plus diff and PR scoped scanning for CI and a local web UI.

GoPythonClaude+3

AardvarkClaude Code Security

AppSec, AI Security· Published and added 12 May 2026

github.comrepo🛡️ Security

PentHertz/LUKSbox

LUKSbox is an open-source (Apache 2.0), pre-1.0 encrypted vault format and CLI/GUI/TUI toolset written in Rust, designed so files can be stored on untrusted cloud/shared media while remaining opaque to the provider. It layers passphrase, FIDO2 hardware authenticators (hmac-secret), and TPM 2.0 sealed keys as unlock factors that all derive a Master Volume Key via HKDF-SHA256, and adds an optional ML-KEM-768/1024 post-quantum sidecar for hybrid encryption. The project publishes its on-disk format spec, threat model, and side-channel notes, and runs libFuzzer/AFL++ harnesses against every parser that touches attacker-controlled bytes (header, keyslot, metadata, hybrid sidecar, WinFsp paths).

RustFIDO2TPM 2.0+1

RustCryptolibfido2tss-esapi

other· Published and added 8 May 2026