Every AI launch worth knowing. Ranked by traction, not hype.

Spotlight

• mattpocock/skills: Skills for Real Engineers: Matt Pocock's open collection of production agent skills, published straight from his .agents directory - 272k stars and #8 on GitHub…
• VoiceStudio: open-source, fully-local ElevenLabs alternative with voice cloning, dubbing and dictation in 646 languages: VoiceStudio is an open-source, fully-local voice AI studio: voice cloning from a 3-second sample, voice design, video dubbing, dictation…
• Paperclip: the app people use to manage agents at work: Open-source orchestration for teams of AI agents: org charts, budgets, governance, heartbeats and a ticket system in one dashboard.
• Pi.dev adds MCP to core: 'You Said No MCP': Pi.dev reverses its public no-MCP stance, integrating Model Context Protocol into the core of its agentic coding platform with a…

Latest AI launches

• Strands Decider 2B: AWS's open-source 2B-parameter decision model that picks among predefined options with calibrated confidence scores, returning answers in…
• Shopify Canvas: Shopify's new chat-driven store builder: merchants describe changes to the Sidekick AI agent and watch real theme code update live.
• Yandex Sona: Yandex's generative recommendation model that replaces a full multi-stage ranking pipeline with a single model, with no hand-engineered…
• Ivo Sage: Ivo's open-source model post-trained for long-horizon contract work, built by RL-fine-tuning DeepSeek V4 Flash on attorney-generated data…
• Weave Router 2.0: Open-source routing model that plugs into coding agents and dispatches each task to the best LLM, matching GPT-6 Astra's coding-agent…
• Janus: Single Go binary that runs GGUF models locally via llama.cpp with Vulkan (AMD/Intel/NVIDIA) or CPU fallback, exposing an OpenAI-compatible…
• DeepSeek dsh-libreoffice-kit: Open-source Node.js kit from DeepSeek that converts and renders Office documents (Word/PowerPoint/Excel to PDF and PNG) using prebuilt…
• Microsoft releases 301,000 Copilot coding-agent traces: Microsoft open-sourced 301,026 GitHub Copilot coding-agent sessions (9.3M model calls, 8.7M tool calls) with timings, token counts, cache…
• Microsoft MAI-Transcribe-2-Streaming + MAI-Voice-2.1: Microsoft launched three in-house voice models: MAI-Transcribe-2-Streaming (real-time transcription, 60 languages, first hypotheses in…
• Ai2 Olmo-Core 3: open MoE training stack: The Allen Institute for AI released Olmo-Core 3, a redesigned open training framework for mixture-of-experts models, benchmarked to 1.2T…
• Cohere Embed 5 (Pro + Fast): Cohere released Embed 5, a multimodal embedding family in two tiers — Pro ($0.12/1M) for max retrieval quality and Fast ($0.08/1M) for…
• Perplexity pplx-embed-v2-context-9b-preview: Perplexity Research and turbopuffer released a 9B MIT-licensed contextual embedding model for RAG that encodes each chunk with the full…
• LlamaIndex Extract v2.5: LlamaIndex launched Extract v2.5, a new generation of schema-based document extraction agents with a purpose-built agent harness…
• Grok for Intune: SpaceXAI released Grok for Intune, a separate enterprise iOS app — the Microsoft Intune edition of Grok with MAM support, app protection…
• MiniMax OpenAgentCore: MiniMax open-sourced OpenAgentCore (MIT), a self-hosted implementation of the OpenAI Agents API with native Codex, Claude Code and MiniMax…
• Suno Speech (Beta): Suno's new model generates spoken audio with matching background music in a single take — bedtime stories over soft piano, hype speeches…
• Perplexity pplx-decider-v1-27b: Open-weight 27B decision model fine-tuned from Qwen3.8-27B for classification and judgment tasks, plus a new Decisions API at $0.04 per…
• TileLang: Pythonic domain-specific language on top of TVM for writing high-performance GPU/CPU kernels — GEMM, dequant GEMM, FlashAttention…
• Superpowers: Complete software development methodology for coding agents: a set of composable skills (TDD, systematic debugging, brainstorming, plan…
• Impeccable: Design skill for AI coding agents: 1 skill, 24 commands, live browser iteration, and 61 deterministic detector rules that catch…
• Cursor Plugins (official marketplace): Cursor's official plugin specification and marketplace repo: 12 agent plugins including Ralph Loop self-iteration, Thermos branch review…
• MiMo-V2.6 MOPD2 checkpoints (Flash + Pro): Xiaomi MiMo released MOPD2-upgraded MiMo-V2.6-Flash and Pro checkpoints: a multi-teacher on-policy distillation stage that fuses…
• ExplorationBench: AI exploration in verifiable alien worlds: Tencent's Hunyuan team with Fudan and Tsinghua released ExplorationBench, a benchmark measuring whether AI systems can discover hidden…
• Maxwell: embodied AI model tops Meta-World physical-task benchmark: Researchers at the Chinese Academy of Sciences' Institute of Artificial Intelligence for Industries reported Maxwell, an embodied AI model…
• MatVerse: first 10B-parameter native-multimodal materials science model: Suzhou National Lab, Shanghai AI Lab and Shanghai Jiao Tong University unveiled MatVerse, a multimodal foundation model for materials…
• DeepSeek-V4.1-Flash: 552B MoE with 890-byte-per-token KV cache: DeepSeek's MIT-licensed multimodal MoE uses a causal encoder-decoder (CED) design with cross-layer KV sharing, shrinking the KV cache to…
• yomiyasu: agent skill that deodorizes AI-generated Japanese: MIT-licensed agent skill by ALGO ARTIS that rewrites AI-generated Japanese into natural, information-dense technical Japanese via 7…
• WeftCut: open-source video editor driven by AI agents over MCP: Free MIT-licensed desktop NLE (macOS/Windows/Linux) that exposes its entire timeline — place, trim, split, keyframe, caption, checkpoint…
• Boston Dynamics fits Atlas humanoid with a factory-ready four-fingered hand: Atlas's new hand has 13 degrees of freedom (nearly double the prior three-fingered generation) with pressure sensors across fingertips and…
• MixVio AI: unified creative workspace across 26 AI generation routes: New workspace unites video, image, and audio generation under one account, credit system, and private asset library — 14 model families…
• Tavus Griffin: the first Human Interaction Model: Tavus launched Griffin, a full-duplex video-to-video model that listens, watches, and generates expressive speech and video in real time…
• OpenAI disrupts Moonshot-linked 'adversarial distillation' campaign: OpenAI disclosed it shut down a coordinated campaign by 15,000+ users to extract hidden model reasoning, attributing a core cluster to…
• Inception Mercury Decide: structured decision model via the System One Decisions API: Inception AI released Mercury Decide, a structured decision model that takes a state plus typed yes/no, choice, and score questions and…
• Cantina Apex Flash-1: open-weight security investigation model: Cantina (co-founded by Spearbit's Harikrishnan Mulackal) released Apex Flash-1 on Oct 1, 2026: an open-weight 321B model fine-tuned from…
• Neuron AI v4: PHP agent framework release adds background streaming channels, frontend-executed tools, semantic memory and a revised workflow API.
• JetBrains Air in IDEs EAP: JetBrains opens early access to its multi-agent IDE experience through a Marketplace plugin and 2026.3 EAP builds.
• Cloudflare AI Search GA: Managed indexing and retrieval pipeline reaches general availability with native image embeddings, scanned-PDF OCR and files up to 10 MiB.
• NIRNAY 450M: Apache-2.0 local decision classifier built on Laya, returning probabilities for intent, choice, score and yes/no questions instead of…
• Gemini Skills rollout: Google is rolling reusable skills into Gemini chat, with slash-command invocation, reference files and multiple skills combined in one task.
• Open Jarvis local-agent harness: An open local-agent framework that makes model, inference engine, agent logic, tools and memory separately configurable.
• AG-UI 1.0: Stable agent-to-application event protocol with schema-generated TypeScript, Python and .NET SDKs.
• Gemini 4 Argon: Google announced a frontier model for long-horizon coding, enterprise knowledge work and cybersecurity defense, initially restricted to…
• GPT-Synopsys: OpenAI and Synopsys multi-year deal to build an AI model that operates EDA tools: OpenAI and Synopsys signed a multi-year agreement on Sep 30 to jointly develop GPT-Synopsys, a specialized model that directly operates…
• OpenAI Pro 500: $500/month tier with Ultrafast compute for GPT-6 Astra: OpenAI announced a $500/month Pro 500 tier at DevDay (Sep 29) with 'Ultrafast' compute for GPT-6 Astra in ChatGPT Work and 8x faster…
• Meshy crosses $100M ARR and launches official iOS/Android apps: Meshy announced Sep 30 that ARR surpassed $100M (up 100x in under two years, first AI-3D company at that milestone) and launched official…
• Claude for Government goes generally available to federal and state agencies: Anthropic moved Claude for Government from July public beta to GA on Sep 30, delivering Claude coding and agentic capabilities in a…
• Naive-N0.5-Flash: 309B open-weights MoE with 1M context and no full-attention layers: Beijing startup NaiveAI released Naive-N0.5-Flash (Sep 27/28) under MIT: a 309B MoE (15.5B active) with native 1M-token context built from…
• Mistral Forge: enterprise platform for training and continuously improving proprietary models: Mistral AI launched Forge (Sep 28) — a full-lifecycle model training platform (pre-training, SFT, DPO/ODPO, RL pipelines for policy…
• Magnitude: self-optimizing open-source inference engine for local agents: Open-source inference engine (YC S25) that profiles your machine, recommends the best open models for it, and tunes kernels on-device…
• tpu-megakernels (Inferact): open fused kernels that beat GB200 on Kimi K3: Open-source fused 'megakernels' for Google TPU v7 that serve Moonshot's Kimi K3 at 709 tokens/sec (and Qwen3.8-27B at 1,515 tok/s) — ~57%…
• Alibaba Zhenwu V900 AI accelerator: Alibaba's T-Head chip unit unveiled the Zhenwu V900 AI chip at the Apsara Conference, claiming 3x the performance of its M890 predecessor…
• Robinhood Agents — in-app AI trading agents for retail investors: Robinhood launched in-app AI agents at its HOOD Summit (Houston, Sep 29) that research markets, build strategies, and place trades within…
• CometAPI — unified OpenAI-compatible API for 500+ AI models: A single API key and OpenAI-compatible interface to access 500+ frontier and multimodal AI models; launched Oct 1, 2026.
• claude.dev — Anthropic's developer publication hub for Claude builders: Anthropic launched claude.dev on Sep 30, 2026 — one address for its engineering deep dives, Claude Code and API guides, agent playbooks…
• AIHOT — open-source framework for building automated industry-news sites: Full-stack framework (Node 24 + PostgreSQL) that ingests RSS/webpages/X/WeChat, dedupes, double-scores, clusters with embeddings into hot…
• LiteLLM Lens — AI agents that analyze agent traces inside the gateway: Trace-analysis product using AI agents to find recurring failures across agent runs: send OpenTelemetry traces to the LiteLLM proxy; Lens…
• TeleOCR — China Telecom's 1.2B open-source document parsing model: A ~1.2B open-source document parsing model from China Telecom's Xingchen AGI Lab; unifies digital and camera-captured document parsing…
• Monid — persistent browser sessions so agents stay logged in across runs: Monid (powered by TinyFish) lets AI agents reuse authenticated browser sessions across runs — sign in once, later runs start logged in…
• Sparkling — Telegram-first trading app with an AI agent: Trading app where an AI agent prepares every trade — Hyperliquid perps, Polymarket, tokenized US stocks (xStocks), cross-chain swaps…
• Jev-Omni — 12B multimodal decision classifier: 12B multimodal decision classifier by akhilaaa3 — not a chat model. Built on Gemma 4 12B IT with a 30,000-question fine-tune and a…

Ideas worth building

• CallSentry: every customer call compliance-scored in real time
• Airgap Extract: audit-ready document intelligence that never leaves the building
• TraceRoute: the coding-agent router learned from production traces
• CounselStack: enterprise-grade contract review for the mid-market at one-tenth the seat cost
• Agent Ledger: the audit-and-approve console for agentic trading accounts
• Parity Router: a hardware-aware inference gateway that cuts open-model bills 40-60% with certified accuracy parity
• AuthorityFast: the continuous compliance pipeline that turns AI vendor authorization into a 90-day rolling process
• DriftGuard: pager alerts when your pinned model silently gets worse
• Gatehouse: deterministic pre-execution decision gates for agent actions
• Autopsy: every agent incident ships a root-cause report and a regression test
• ResolveLoop: the closed-loop quality layer that makes AI support bots resolve instead of deflect
• VendorPassport: runtime attestation that gets agent vendors through enterprise procurement
• ClickSure: portal automations that can't hallucinate clicks
• RuleGate — pre-trade discipline copilot for intraday index traders
• MergeQueue Triage — Jev-powered PR triage gate for agent-flooded repos
• StudioWhatsApp — local-GPU product photo studio for marketplace sellers
• ReconPilot — GST reconciliation copilot for Indian SMBs

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