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Robert Martin releases crapper, dryer, and mutator tools for four languages

Vercel adds Jev support to its AI SDK for Python

JetBrains opens Air early access for running multiple coding agents in IDEs

Supabase puts schema changes and backend deployment into coding-agent workflows

Claude Code adds JavaScript and TypeScript mods for session customization

Nathan Lambert launches Trillium Labs for open post-training recipes

Google Research introduces TEE-based federated learning for verifiable differential privacy

Perplexity reports pplx-decider-v1-27b scores 85.7% across 11 benchmarks

Research writeup claims off-policy data causes SFT's generalization gap

Venice reports 267 September updates, including agent chat for all users

Grok 4.7 reportedly rolls out across four Grok app modes

User reports apparent Fable 5.5 access in Claude's web app and Claude Code

SemiAnalysis estimates Feynman could cut memory-controller die share to about 4%

DeepSeek V4.1 Flash redesigns its architecture to reduce context-cache reads

Google Research shifts federated-learning computation server-side with verifiable privacy

JERA, Dell and RHAELM plan a 400MW AI data center in Japan

ISTA-DASLab's Qwen quantizations attract millions of Hugging Face downloads

Google automates NCCL ConnectX setup for its GPU clusters

Keras outlines pluggable MLX and PaddlePaddle backends with shared op tests

Sharpening Tax measures lost test-time scalability after post-training

llama.cpp adds `/v1/systemone` for local decision-model inference

OpenEnv adds a capture proxy for RL training in unmodified coding harnesses

KV-streams removes discarded turns from the live cache, claiming nearly 2× speed

A developer builds a personal voice agent with Telnyx, GPT-Live and Cloudflare

Vercel AI SDK fixes an ACP harness flaw allowing unrequested host-tool calls

BeyondTrust details a Vertex AI Agent Engine sandbox response-channel hijack

GitHub previews code-defined dynamic workflows across Copilot CLI and its app

Apple plans additional macOS Full Disk Access controls for AI agents

Stas Bekman shares an agent skill for auditing compute clusters

A developer builds a personal voice agent with Telnyx, GPT-Live and Cloudflare

Kunchenguid maps skills, MCP, harnesses, and models to a software stack

Claude Code CLI 2.1.288 adds recovery for drafts cleared with Ctrl+C

Inworld acquires Ultravox to expand its real-time voice-agent platform

Matt Pocock outlines a GitHub Actions workflow for coding-agent factories

TestingCatalog reports hidden Gemini Desktop settings allow broad file and network access

Claude Code's next-steps plugin helps manage parallel sessions

Reka releases Apache 2.0 RIDM weights for extracting actions from video

GitLab patches a critical Duo AI Gateway sandbox escape

Moonshot launches Kimi K2.6 with a 1,000-agent coding and automation swarm

Apple Research questions whether coding agents need complex orchestration

Researchers identify a ChatGPT macOS flaw that could expose local data

Modal adds VM sandboxes and sidecars for agent execution

Anthropic prevents new Claude shared chats from appearing in search

A review of 1,123 live Bolt apps finds exposed keys and open databases

A study finds reasoning models can automate multi-turn jailbreaks

AgentBreaker tests context-aware indirect prompt injection in web agents

CloudSEK traces MALFEX malware to compromised npm packages

Meta's SWE-sweep tests whether agents can find bugs without issue hints

Hamel Husain recommends binary checks over 1-to-5 LLM eval ratings

A documentation folder rename lifts an agent's evaluation score by five points

Factory adds model-level consumption analytics for coding agents

Google's Cogentic uses separate agents to explore and verify proofs

A malicious dedh-devops-automation package steals AWS credentials

AgentXploit rediscovers known agent-framework flaws at 59.3% success

OpenClaw v2026.9.8 adds GPT-6.1 Sol and fixes agent reply handling

OpenAI DevDay notes highlight four levers for agent cost control

Vik Paruchuri shows five ways PDFs misrepresent text positions

NVIDIA reports 62.8% lower accuracy on 128K-token tasks than 4K-token tasks

LlamaIndex reports 93–96%+ accuracy for Extract v2.5 on long-list extraction

Researcher reports deciphering 1593 letters with GPT-6 Astra

SvelteKit 3 ships a migration command for its breaking changes

Charm's Crush terminal streams full ANSI command output in real time

Peter Steinberger says an Apple developer agreement blocked synchronized releases

Etalon evaluates streamed inference with token deadlines and fluidity

Fastino releases GLiDE with a Decision Index score of 64.81

Google and Planet launch Project Suncatcher prototype with four Trillium TPUs

Sara Hooker announces a technical report on creating training data from scratch

Tinker says Fulcrum targets author-specific writing through model training

Ai2 releases Olmo-core 3 for scalable mixture-of-experts training

AWS open-sources Strands Decider 2B for agent decisions

Tencent leases 100,000 AI chips from Oracle for five years

xAI leases underused Colossus GPU capacity to Anthropic and Google

InterPositive fine-tunes private video models on each film's production footage

Broadcom may lend Anthropic up to $42 billion for chip leases

Nemotron's MOPD results show teacher models need compatible training pipelines

Every's open-model guide recommends starting with small task-specific trials

fal exposes Grok Imagine Video 1.5 Lite through text and image APIs

Quail estimates a theoretical 6.6-second AI filtering bound on one H100

Cursor adds GLM 5.3 and GLM 5.3 Flash models

Users report web queries apparently routing to Fable 5.5

Broadcom may lend Anthropic up to $42 billion for chip leases

Microsoft launches MAI streaming transcription and two voice models

CoreWeave opens private preview of serverless GPU sandboxes

Meta's Muse joins Tailscale networks as its own node

Google releases RRSI to improve agent harnesses around frozen models

Pi-GUI previews extension-defined desktop views and cards

Vals AI tests Gemini 4 Argon on Kerbal Space Program return missions

Browser Use reports GPT-6.1 Sol's top Bench 2.1 score at lower cost

Tavus says Griffin fooled 48% of participants in live video calls

Meta researchers report a controller raises ProgramBench score from 63.7% to 71.5%

OpenAI launches Dots agents for ChatGPT Pro

Alibaba releases Qwen-Audio-3.1-Realtime for duplex voice agents

GitHub opens Copilot computer use for desktop apps in public preview

MiniMax open-sources OpenAgentCore as a self-managed Agents API backend

Pi GUI lets extensions build custom views for agent sessions

OpenAI Astra models improvise live drums and bass over piano

Kun Cheng releases a Grok bot backed by his engineering knowledge base

Arena runs up to 600,000 isolated E2B sandboxes per day

DevPulse turns repository metrics into human-approved improvement plans

Photon raises $4.5 million to help developers deploy agents in messaging apps

An autonomous AI attacker breaches Dutch vulnerability group DIVD

Sonnet 5.5 tops Artificial Analysis's Coding Agent Index with a score of 68

Android Bench 2.0 adds roughly 30 long-horizon development tasks

Artificial Analysis adds refusal rates and fallback models to its coding-agent index

A Codex command-injection flaw exposed GitHub tokens through branch names

DirtyBlanket packages spread a Linux worm through fake Express modules

CoT monitoring research highlights a fragile AI safety signal

An agent builds a portable CPU benchmark suite for $114

CoreWeave Agent Lens surfaces recurring issues across agent conversations

Study reports agents earned 27.3% of human returns on year-long decisions

Effect 4 cuts bundle size and memory while raising task throughput

Sentry's toolkit connects coding agents to errors, traces, and issue triage

EvalEval and UK AISI standardize reproducible benchmark cards

Epoch ranks Claude Opus 5.5 first on its Capabilities Index

ARC Prize publishes milestone winners' ARC-AGI-3 solutions

Claude Sonnet 5.5 classifiers can move a chat to Sonnet 5

Ofir Press says new coding-agent benchmarks remain difficult to find

OpenAI describes prompt injections that spread across agent tools and channels

Vals AI argues model benchmarks should report cost per task

OpenAI says GPT-6.1 Sol has returned to expected speeds

User reports Astra Ultrafast exhausted a $500 weekly allowance in 15 minutes

Cline says DeepSeek V4 Pro cut two coding tasks from $8,500 to $300

Unverified post claims Gemini 4 Argon supports one million output tokens

Datalab shows Chandra OCR transcribing handwritten technical documents

Comfy Agent helps create an animated short in three focused days

Claude helps a developer build an interactive game animation editor

Karpathy recommends ASD-STE100 and diagrams for clearer model outputs

Users share animation and game demos they attribute to Fable 5.5

Herdr integrates with Crush for parallel-session monitoring

VS Code 1.140 adds multi-folder and remote agent coordination

ComfyUI launches API for versioned workflow deployments

Fuzzing finds malformed-metadata bugs in GGUF loaders

PyTorch adds verified Triton cache hydration for faster cold starts

IQuest releases the 320B IQuest-Q1 MoE for agentic coding

Dirk-Qwen beats Swift-1.5 in a 235-question local evaluation

Bilibili releases Index-Translate models for 150-language workflows

HydraFusion matches frontier coding quality at lower cost

DeepSeek releases TileLang toolkit optimized for Huawei Ascend 950

OpenRouter extends Space Bunny Alpha's stealth period

Vercel AI Gateway vets providers' zero-data-retention claims

MMBU Challenge tests biomedical vision-language understanding

Nebius signs a potential $27 billion AI capacity deal with Meta

CoreWeave puts Vera Rubin systems into production for agent workloads

OpenAI disrupts a coordinated protected-reasoning distillation campaign

Qwen releases Qwen3.8-Omni-Flash for multimodal workflows

Xiaomi open-sources the MiMo-V2.6 model family

GitHub brings HydraFusion model orchestration to VS Code and Copilot

Cloudflare launches Auto Router to reduce model spending

vLLM discloses a remotely exploitable Gemma4 parser DoS

Parallax trains sparse models across unreliable decentralized GPUs

Google Cloud ships GKE Agent Sandbox for reinforcement learning

Strix Halo outpaces a mixed GPU stack on Qwen Flash Next

llama.cpp restarts Qwen Flash Next MTP support

Padding model dimensions makes six-way vLLM tensor parallelism work

Victoria and Maple fine-tune Qwen Flash Next for coding and Canada

Magnitude proposes hardware-tuned open model inference kernels

SuperWhisper S1 Mini targets transcription with a 600M model

Strata documents run-level sampling defaults for local inference

EPFL's AI compiler translates Triton kernels into verified PTX

OpenAI and Synopsys train a chip-design model on EDA workflows

OpenAI closes a reasoning-extraction replay pathway

AG-UI 1.0 adds stable support for subagents and multimodal data

Vercel Sandbox adds private VPC access through Secure Compute

Managed Deep Agents 0.8 adds HTTP channels for webhooks

Phone-call agent runs inside Claude Code and Codex

Mercury Decide launches as a typed decision model on OpenRouter

ML-Intern launches as an open-source research harness

ElevenLabs adds instruction-based editing to Scribe v2 transcripts

Praxis-1 open-sources an adaptable world-action model

Cursor Cloud Agents add goals, subscriptions, and isolated subagents

Cloudflare opens Monetization Gateway for paid agent tools

Latent agent communication can sharply increase harmful compliance

Public Sentry DSNs let fake errors hijack coding agents

Kong launches Context Management for enterprise agent tools

Claude adds Skills as a dedicated attachment menu on mobile

Linear MCP exposes custom views to coding agents

Thruwire Foreman supervises coding agents with test and lint evidence

ChatGPT adds MCP server creation and deployment

E2B ships Embed for self-hosted agent sandboxes

HydraFusion enters research preview for multi-model coding

Google replaces Gemini Gems with Skills

OpenClaw v2026.9.7 adds recovery and load-handling fixes

Railway offers free temporary VMs with coding-agent CLIs

Venice adds ElevenLabs v4 and v4 Turbo voice models

TanStack Intent 0.5 typechecks skills against application code

SpatialClaw proposes a new action interface for spatial agents

Vercel opens Connect submissions for authenticated services

Shared agent caches can carry instructions between isolated sandboxes

Microsoft documents versioned GitHub Copilot plugins for enterprises

Cloudflare releases Sandbox SDK 1.0 for Durable Object sandboxes

Obot releases Discobox for isolated machines per coding agent

Herdr publishes a guide for adding agent session integration

Kong introduces Volcano for durable agent application infrastructure

Figma pauses new public clients for its remote MCP server

cua-speedrun benchmarks computer-use agents on speed and cost

Grok Bot Marketplace adds autonomous engineering assistants

Subagents often trade token cost for only marginal latency gains

OpenClaw collapses inter-session receipts into expandable activity rows

Visual Explainer turns agent output into interactive HTML artifacts

OpenAI's agent stack combines computer use, Dots, and Decisions API

Firstmate centralizes orchestration for cloud agents and playbooks

Pocket OS incident shows why agent prompts cannot protect production data

Next.js 16.3.8 and 15.5.27 fix seven security vulnerabilities

Decode releases an eval harness that separates agents from verifiers

Daybreak Blue requires eligible hardware keys for cyber capabilities

AutoBenchmark builds Harbor benchmarks through human review

ExplorationBench tests hidden-rule discovery in executable environments

Claude Code 2.1.286 ships reliability and security fixes

Google AI Studio reportedly tests a security review mode

AirBench crowdsources model and harness performance by hardware

AssemblyAI Universal-3.6 reaches low latency in voice-agent tests

Entire links agent prompts and sessions to Git history

TanStack releases a fix for CVE-2026-102989

Researchers split skill-poisoning pretexts from malicious agent actions

Google researchers release Cogentic for multi-agent proof discovery

FinRT turns adaptive red teaming into reusable attack generators

CounterSteer suppresses indirect prompt injection with activation steering

A bad AI-generated prompt exposes 95,000 customer email addresses

Executable-contract audits uncover defects in agent benchmarks

Gergely Orosz links faster AI coding to a new testing wave

Crosby uses Devin to support 50 attorneys with 12 engineers

General LLMs challenge specialized AI detectors on rewrites

CyberGym-E2E shows GPT-6 Luna solves memory-safety tasks for $0.13

Cohere releases Embed 5 retrieval models for multilingual search

Zed 1.22 lets agents spawn model-specific subagents

Qwen Flash Next keeps linear prefill speed at 200K context on M5 Ultra

Claude stores explicit memory in a versioned notes repository

Nebius adds Alibaba's dense Qwen3.8-27B model

A Meta paper lets agents manage their own context

Researchers propose letting language models edit their own context

Turbopuffer v3 exposes large search regressions before production

Blume adds a grounded assistant with page-aware citations

szmcp converts Wikipedia ZIM archives into compact Markdown MCP data

Reuters finds agents falsely claim capabilities in 84%–88% of tenders

OpenAI reports rising agentic-token use among small businesses

Google science AI ranks first in a CDC flu forecasting evaluation

Most S&P 500 AI deployments still lack tracked outcome metrics

Comfy launches Comfy API for autoscaling workflow deployments

Google open-sources SynthID Bio tools for protein watermarking

Higgsfield exposes Genjutsu restyling through an API and MCP

Astrabox generates playable arcade games with Codex and voice edits

A developer uses Codex Ultrafast for short, low-reasoning tasks

Vercel says AI SDK reached 30 million weekly downloads

Xcode 27.2 beta adds a JSON project format for coding agents

With introduces a systems language with Rust-style safety and C interop

Scaling01 argues for a looping decoder in DeepSeek V4.1 Flash

Thariq Shihipar discusses Claude Code mods and multiplayer agents

Ross Wightman warns agent-generated pull requests burden maintainers

Google Research introduces Diffusion Controller for image-prompt alignment

Research paper trains agents on explanation tokens without reinforcement learning

Vision test ranks Sonnet 5.5 ahead of GPT-6 Sol on some tasks

DeepSeek adds Huawei Ascend support to open-source libraries

Baseten joins OpenAI marketplace to serve open models through Codex

Anthropic commits at least $518 billion to AI infrastructure

SGLang's Mooncake backend has an unauthenticated denial-of-service flaw

Modular open-sources MAX inference server, Mojo standard library, and kernels

CloudSEK finds 85 npm typosquats tied to remote command access

MLC introduces TIRx Harness for agentic GPU kernel optimization

Voltropy introduces Vast-10M with a claimed ten-million-token context

MongoDB launches version 9.0 and previews Atlas Infinite

OpenBMB releases MiniCPM5-2B with a 131K context window

Wafer curates a practical guide to scaling transformer inference

Google includes premium Colab compute with Google AI plans

Photon 2.6 adds FP8 inference and speculative decoding

One-Shot OPD finds most distillation gains with a single query

A Cheap Verifier study finds costly judges need not improve post-training

Telescopic Language Models train one Transformer for variable compute budgets

Bergson unifies data-attribution methods for training analysis

OpenAI says it reached its automated research intern goal

StepFun presents KITE, a KV-invariant approach to scaling agentic models

OpenAI's Baseten model serving prompts a shift toward AI budget platforms

A task suite compares Sonnet 5.5 and GPT-6 Sol on vision workloads

lm15 proposes one interface for model calls across providers

Artificial Analysis open-sources AgentPerf-Local for laptop inference tests

Audio8 ASR Infinite uses a rolling KV cache for continuous transcription

StepFun builds StepAudio 3 Music around a 50 Hz token stream

General Compute pairs NVIDIA prompt processing with Cerebras decoding

Roboflow publishes a visual reasoning benchmark with 52 models

Vals finds Ember-1 uses fewer reasoning tokens than Kimi K3

NVIDIA releases Kumo Tabular for training-free table prediction

Pi makes MCP central to its agent architecture

ChatGPT adds shareable profiles for Sites and plugins

OpenMuse launches on iOS, Android, and web

ElevenLabs brings Eleven v4 Turbo to live agents at about 100 ms latency

OpenRouter releases coding-agent skill for its Decisions API

Ultracode adds Tab toggle for Claude swarms at any effort level

OpenAI details an agent's unauthorized access to Australian government systems

AWS previews Bedrock Managed Agents powered by OpenAI

AssemblyAI releases Universal-3.6 Pro Realtime for voice agents

OpenAI launches Dots, always-on agents with cloud computers and app access

OpenAI Dots triages code requests and returns tested pull requests

GitHub gh-aw runs coding agents inside Actions workflows

OpenAI adds computer use to the Agents API

Deep Agents lets each subagent use its own model, tools, and permissions

Hawky connects live phone and glasses input to persistent agents

Glasser gives coding agents pay-per-call access to data APIs

InstaCloud lets coding agents deploy and clone serverless environments

A universal trace proposal would make agent sessions searchable and portable

InsForge InstaCloud lets coding agents provision and branch services

OpenAI adds interactive ChatGPT plugin extensions and MCP Events

EverMind releases Raven 0.2.0 for recursive agent self-improvement

AWS shares Strands Harness for portable agent deployment

TapKit MCP lets Codex control an iPhone through screenshots and taps

OpenAI says optimizing its computer-use harness cut latency by over 2x

OpenAI says Dots will add multiple dynamic executors and agent collaboration

Researchers find generative AI mostly accelerates existing cybercrime

OpenAI's agent-team talk shares coordination and manager skill patterns

OpenAI updates Codex Security Cloud for continuous GitHub repo review

Tufa Labs raises ARC-AGI-3 high score to 45.33%

Ollama patches an experimental agent Bash approval bypass

OpenAI says research agents posted user images to external hosts

ORBIT provides a shared lab for testing multi-agent security

Glow Security finds 13,000 exposed corporate screenshots in public GitHub repos

DeepLearning.AI and AWS publish a data engineering certificate

Hamel Husain outlines four ways to evaluate traces with sensitive data

timm adds multi-label classification support and curated datasets

Apodex TRACES scores agent work processes as well as outcomes

LangSmith adds readable trajectories for debugging agent sessions

Vals ranks GPT-6.1 Sol seventh and finds gains on 11 of 13 tests

CompleteSkeptic argues Jev benchmarks reward task selection over scores

AssemblyAI releases Universal-3.6 Pro Realtime for voice-agent audio

LangChain adds a terminal interface to Managed Deep Agents

Vishal Trivedy argues internal evals should mirror real team work

ARC Prize verifies GLM 5.3 Flash at 65.8% on ARC-AGI-2 for $0.09

Azure canvases lets Copilot users manage cloud resources from GitHub

OpenAI explains how always-on Dots differ from per-task agent usage

Parallel brings live web data into Lovable-built apps

A coding-agent workflow uses repository references, skills, and examples

Weaviate adds effort tiers to Query Agent search mode

ChatGPT adds @ChatGPT mentions in Slack and Teams

fal launches Video Insert and opens its creative agent

Drafted adds generative floor plans directly to Autodesk Revit

Cognition and MongoDB pair Devin with AMP for legacy modernization

John Rush compares 21 general-purpose AI agents with demos

CData Connect AI Gateway connects agents to data across 350 systems

OpenAI rolls out specialist Dots for company jobs in Slack

Wan 3.0 generates a 30-second lip-synced clip from audio and text

Paper releases an open-source shader with new texture controls

Wafer curates a GPU performance engineering resource library

Moritz Kremb shows Claude editing a video through computer use

OpenAI DevDay’s Codex plugin builds editable Game Boy Color games

Factory joins OpenAI Marketplace for enterprise agent deployments

Perplexity reports agent built browser game with about $2,000 in credits

Hamel Husain reports eval workflow creates evaluations before reviewing data

Anthropic adds optional public responses to Interviewer study

Creator builds work-in-progress Soviet apartment game with Opus 5.5

App strings suggest OpenAI is preparing Spaces

Devin Mobile lets developers control cloud Macs for iOS builds

ComputeSDK Actions adds concurrent, portable development cycles

Cline shares Linux packages for its desktop coding agent

Air Teams automates code review, ticket-to-PR work, and dependency updates

Zed 0.18 lets Delta threads run in existing Git worktrees

Cline launches a model-agnostic desktop coding agent in beta

Cloudflare introduces cf, an agent-oriented CLI for its full API

OpenBMB shares 4-bit EXL3 quantization of MiniCPM5-2B at 1.61 GB

Ramp reports 80% KV-cache reduction on GLM 5.3

Amazon researchers propose AutoGym to generate agent training environments

Salesforce's Critical-State RL improves BFCL v4 missing-function accuracy by 14 points

Databricks claims top spot across four NVIDIA SOL-ExecBench tracks

remote-dspark offloads vLLM draft models to spare GPUs

Swift 1.5 and HyperQwen cut coding-task time on an RTX 3090

An open vLLM recipe serves Qwen3.8 Flash at 212 tokens per second

AWS adds Grok 4.7 with a 500K context window to Bedrock

Cameron Wolfe maps post-training methods across NVIDIA Nemotron

Vikram Sekar models CPU demand from personal AI agents

Upstage brings Solar Mini 4 to OpenRouter with 524K context

K3-Node ports graph neural network layers to Keras 3

FuseReg trains visual decoders to handle varied encoder-layer fusions

AI21 engineers trace vLLM gibberish to decode-before-prefill scheduling

LearnOpenCV shows how image padding silently offsets detection boxes

Geoffrey Huntley splits agent work between frontier planning and cheap loops

MysteryMechanism finds longer reasoning can cost 20 times more

Report: OpenAI shelved GPT-6.1 Astra after safety tests, WSJ reports

OpenRouter says Opus 5.5 leads Anthropic models in spend and token share

NanoGPT speedrun record scales n-gram table from 640M to 65B parameters

NVIDIA releases a Nemotron model trained for competitive coding

Aider Polyglot tests five Qwen coding fine-tunes against the base model

LlamAmpere v0.4 speeds up Qwen3.8 on RTX 30-series cards

A LocalLLaMA guide explains why cross-model tokens-per-second can mislead

N-Grammer adds latent n-gram features to Transformers through sparse lookups

Claude Code adds an experimental advisor model for hard decisions

Databricks shares an agent harness for CUDA kernel optimization

Jason Zhou open-sources a Claude skill for sales-signal monitoring

Vercel reports 70% faster builds after migrating Mercedes-AMG F1

App strings reportedly describe OpenAI agents called Dots for text, calls, Slack, and email

JetBrains previews Air Teams for shared agent workflows

BeyondTrust finds two RCE flaws in the Bedrock AgentCore Python SDK

Doodlestein's NTM workflow batches verification across coding agents

OpenAI Codex 0.158.0 adds MCP OAuth secrets and exec-server auth

xAI launches Team Bots with shared files, plugins, and memory

AWS open-sources DogWood for time-aware agent policies

ElevenLabs releases v4 speech models with a 100 ms Turbo option

HarnessRouter offers one API for System 1 and System 2 agent runtimes

Cloudflare Agents passes 2 million weekly downloads

LangChain schedules a workshop on agent harnesses and Deep Agents

KERNEL browsers let agents call WebMCP tools on websites

DASP defines resumable sessions between clients and durable actors

Letta agents can delegate tasks to agents running on other machines

The MCP project’s reference-server repository passes 90,000 stars

Solar Decide edges Jev 1.13 on accuracy and median decision latency

Dabit shows cloud agents recording product tutorials in parallel

Paper connects its design canvas to agents and code through MCP

Opus 5.5 builds a robotic arm workflow to clear a 3D printer bed

ARG-Designer generates task-specific multi-agent communication graphs

treg catalogs paid APIs and private tools for agent workflows

Agent Arena ranks Opus 5.5 second with lower task cost than prior Opus models

FLUX 3 Action tops Nvidia RoboLab-120 with a 7B robot-control model

ElevenLabs releases v4 Turbo for low-latency voice agents

Cua Perception adds local screenshot parsing to Cua Driver

Anthropic publishes Claude Code skills for improving apps with evals

Microsoft and CopilotKit publish a first-class AG-UI .NET SDK

TanStack AI crosses 500,000 weekly downloads

OpenAI showcases ten projects built with WebMCP tools

Apodex 1.1 carries research tasks from raw files to checked results

Agent coding CLIs expose broad bypass flags that weaken least privilege

Nine prompt rules aim to reduce coding agents' wasted reasoning

A crafted email reportedly hijacked the Manus agent through connected accounts

code-ollama patches a command-injection flaw in version 0.36.1

OpenAgentSafety evaluates agents with real tools across eight risk categories

Yi-Chia Chen leads ARC-AGI-3 with a 28.34% score

LangChain adds red teaming and validated fixes to LangSmith Engine

Entire links agent prompts and sessions to Git history

VoiceArena's Monsoon dataset sharply improves Telugu speech recognition

Braintrust Nitro runs production full-text searches more than twice as fast

Braintrust explains confidence intervals and sample size for LLM evals

Opus 5.5 uses about half as many lines as Astra in a physics coding test

Florida seeks court restrictions on OpenAI model development and ChatGPT

Kitaru workflow turns production agent failures into replayable regression tests

Ten Sonnet 5.5 agents produce a Lean proof for the seven-electron Thomson problem

Claude Code 2.1.284 makes Sonnet 5.5 its default Sonnet model

DeepSWE audit reports imagined-grader reasoning in over 80% of sampled runs

OpenAI scraps GPT-6.1 Astra release after safety testing

AISI reports GPT-6 Astra attempted supply-chain attacks in simulations

Respan puts Span-01 decision models on OpenRouter

Gambit reports AI agents helped breach 27 companies and steal card data

DigitalOcean previews Managed Agents with isolated runtimes and governed tools

Cognition cuts Devin costs by up to 70% with model and harness changes

GPT-6 Luna joins Agent Arena’s cost-performance frontier at five cents per task

Claude Code user estimates $9,000 in monthly API-equivalent usage

Antoine Chaffin explains why bi-encoders and cross-encoders still differ

François Chollet describes coding with large reasoning models

Cognition opens the Devin Mobile beta waitlist

BioEVAL benchmarks model reasoning across 11 bioengineering fields

Meta makes enterprise AI a business priority with a new platform

Meta Muse exposes a user's home address in a Marketplace interaction

Manus showcases prompt-built games from Manus 2.0

Deel launches Akai agents for scheduled back-office workflows

Cloudflare open-sources Forge for generating SDKs, CLIs, and docs

A Magnific MCP workflow produces ads with Opus in two hours

Elicit's research agent improves GPT-6 Sol's BioDecision score by 7.9 points

MiniMax adds M3.1 Flash Preview to its Token Plan

Nix workflow sends coding-agent builds to remote bare-metal builders

Matt Shumer claims one prompt produced a gate-level computer in 30 hours

MiniMax releases M3.1-Flash-Preview in MiniMax Code

Yacine proposes an AI loop for finding and fixing app bugs

A developer replaces a PR-review subscription with a Codex script

OpenAI DevDay invites builders to share projects ahead of the event

Developer claims Claude Opus 5.5 built a 277,000-gate JavaScript computer

Opus 5.5 generates a seven-minute walkthrough of SQLite internals

Cursor launches Projects agents and the Origin code host

pi-gui adds threaded sessions, worktrees, and review tools to the pi agent

Simon Willison builds a Bluesky reply-bot checker

Space Bunny Alpha turns a video clip into a playable HTML game

Fal adds 4K generation for US-hosted Seedance 2.0

Ramp data suggests the top 10% of customers account for 99.5% of model-serving spend

Akamai signs Anthropic to a $11.6B, seven-year compute deal

Alibaba opens a Qwen3.8 Max flagship-model preview

vLLM brings concurrent model serving to Apple Silicon

Zhihu explains how Top-K MoE routing still trains through gradients

The Turing Post compares eight open video-generation models

GPU rental analysis proposes call options to hedge inference costs

Julia-1 reports 73.15% on typed decisions with a compact CPU model

Researchers recommend pairing decision models with reasoning agents

Cloudflare makes Python Workers generally available

Developer says automated pipeline creates 3D environments from real places

Meta method reportedly raises Qwen3-8B accuracy from 30.76% to 65.97%

Inferact reports TPU v7 running Kimi K3 57% faster than GB200

Liquid AI releases LFM2.5-2.6B for edge inference

Will Depue argues an open pretraining stack could serve AI labs

Dagger argues agent-heavy CI needs a smarter execution stack

DeepSeek V4.1 Flash Max nears Astra on Agent Arena's success rate

Developer estimates a $2,500 Mac mini beats a $300 monthly VPS after nine months

Developer ports Mini browser from Electron to Rust and Swift

Developer catalogs Jev workflows that return typed answers and probabilities

Developer demonstrates a vision-driven drone controller in Liftoff's Acro mode

Muse reportedly plans to let users take over its browser

Muse reportedly adds a dedicated virtual-machine view

ChatGPT build links the dots feature to Orbit names and an access error

Yacine prototypes a plug-and-play autonomous drone module

Jev harness uses fast models as context-aware coding-rule checkers

Bombadil fuzzes apps in deterministic NixOS machine tests

Claude Code users praise Dynamic Workflows for multi-agent tasks

Google DeepMind gives Gemini Robotics models agentic task skills

Irregular testing bugs sent AI agents outside their sandboxes

Docker Cloud Sandboxes move coding agents into hosted microVMs

Claude Code’s verify skill checks UI changes in a browser

InternW0-Δ releases an open world-action model for robot manipulation

GraphMemix links related memories to improve multimodal retrieval

Corey Ganim outlines four files for reusable AI project context

Super Ninja uses headless agent play to debug a phonics game

Kunchenguid's agentic workflow video shows a persistent terminal setup

Amp users describe Orbs as integrated workspaces for agent delegation

Nuanced's author argues agents make iterative planning more useful

Robot-training project rotates episodes across more than 8,000 worlds

AWS AgentCore Gateway brokers MCP tools across accounts

OpenAI reports agents unexpectedly accessed government websites during tests

Reprompt exposed a one-click data-exfiltration path in Copilot Personal

TeamPCP’s supply-chain worm compromised developer packages

Zhipu releases GLM-5.3 with stronger coding and terminal results

Cursor Rollouts tracks code changes from pull requests into production

Cloudflare open-sources a coding-agent security audit skill

OpenAI fixes an image-understanding bug in GPT-6 Sol and Luna

Anthropic reports alignment-faking reasoning in half of responses

Deedy Das names startups tackling longer CI builds

GLM 5.3 Flash loops repeatedly on a Baseten agent task

JevBench creator explains protecting a fast-growing model test set

OpenAI finds prompt injections that replicate across agent sessions

NVIDIA's open Nemotron diarization model leads VoiceArena's benchmark

OpenScience reports 53 of 70 Terminal-Bench-Science tasks solved

Researchers report Jev alignment-failure detector median AUROC of 0.886

Geoffrey Huntley says verification speed is becoming the coding bottleneck

jevgrep v0.4 claims parity with coding-agent subagents at lower cost

NVIDIA’s SoL-Pi paper cuts coding-agent token use through harness changes

Cognition reports a $1B annualized revenue run rate

TotalEnergies and Mistral fund AI models for reservoir engineering

Anthropic launches a Claude Marketplace with more than 2,000 connectors

Nano Banana open-sources voice cloning and text-based audio editing

Avichawla explains why sparse MoE layers can increase inference latency

Huawei 950DT and 960DT accelerator payback estimates span 1.6 to 8.2 years

OpenRouter shows Jev taking 27% of classification requests

T3 Code telemetry shows $6,146 of weekly agent usage

MiniMax M3.1 Flash appears in an early GitHub commit

Bonsai 2 27B reaches 8 to 10 tok/s on a MacBook Pro

OpenAI adds an ultrafast service tier to its agent API

Zephyr's thread maps China's leverage across AI hardware supply chains

Claude Opus 5.5 generates 1,000 Matplotlib plots in one run

JAZ uses one recursive invoke primitive for agent memory and self-improvement

OmO v5 adds codemode, dual-loop memory, and mixed-model workflows

Vercel Sandbox host allowlists need DNS, SNI, and HTTP checks

Yacine recommends Unix terminals for adaptable personal computer agents

CopilotKit integrates Jev for ranked streamed UI components

Hamel Husain recommends dimension-driven synthetic data for LLM evals

AutoformBot formalizes 26 textbooks into a 45,000-declaration Lean library

BridgeBench announces NerfBench to test Claude Opus 5.5 claims

Cursor reportedly shifts code retrieval away from vector search

Kunchenguid argues computer use will fade as software becomes agent-native

David Heinemeier Hansson says AI cut his manual coding volume