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Uber has fewer microservices in 2026 than it did in 2020

Amp removes Mermaid rendering in favor of ASCII, images, and HTML

A developer uses Opus 5.5 to clean up and test a personal web app

0xblacklight says getting database schemas right early pays off

Robert Martin uses agents to review repositories and report code issues

Practitioner claims an $80 run trained a 4B model to beat GPT-5.6 Terra

Post reports a possible Gemini 4 Argon listing on Google Cloud

Claude Fable 5.5 builds a black-hole renderer in Python

EditHero benchmarks multi-step, part-level 3D editing

BRUT turns a static website into a procedural city-building demo

DMAD distills visual generators without an auxiliary diffusion model

Maxime Rivest argues smaller generalist models should rely on retrieval

Aleph Alpha cites Kolibri scores of 96.9% on AIME and 66.4% on SWE-Bench

Anthropic reportedly adds an opt-in setting for voice-data training

OctLLM represents 3D geometry with explicit octree tokens

Dot user describes daily website digest scheduled through Chrome

Microsoft's Agensh study reports team gains at 128 agents on ProgramBench

Maxime Rivest demos scientific article rewriting attributed to a 4B model

Hermes supports iMessage through BlueBubbles and Photon, Nous says

Ethan Mollick says organizational systems may bottleneck AI gains

GitHarness versions agent work so changed requirements avoid full rework

Jakemor outlines mobile interface patterns for embedded agents

Nick Dobos proposes values-based prompting for proactive agents

A developer adds Bitwarden passwords and passkeys to a personal agent harness

Ralph Loop v2 discussion proposes an external observer for agent runs

GPT-6.1 Sol becomes one developer's default for coding and subagent work

Amp uses screen recordings to specify requests and verify fixes

Dingyi publishes an October 2026 tier list of AI orchestrators

Developer uses ChatGPT computer use to manage eBay hardware listings

DeepSeek Harness tests compatibility with Claude Code Mods

ffmpeg-skill gives coding agents a probe-plan-render-verify workflow

Users report Codex agents feel slower than three months ago

Claude diary entry reportedly leads Anthropic to contact police

FunBench ranks models by human-rated creativity and playfulness

Anthropic recommends Claude Code's /usage breakdown for token spikes

Rocky Ding explains the harness checks behind reliable agent execution

Cockroach Labs' Peter Mattis urges stricter testing for coding agents

VeriHarness releases 26,000 agent rollouts to check shared errors

A developer says autonomous agents got his OpenAI account deactivated

Wired reports Meta Muse builds detailed profiles of users’ contacts

Supermemory presents smfs as a filesystem-style memory interface

Open-source Slack client streams live unread state to Cloudflare Durable Objects

Instinct screens products for birds after misreading a user's joke

Avi Chawla compares five common vector-search index designs

Reducto separates table retrieval from reasoning over table data

LlamaIndex says Extract v2.5 cuts scanned-form errors by more than half

Vercel's Guillermo Rauch separates human and agent documentation

Omar Khattab explores artifact-based human-agent collaboration

A developer animates code-drawn illustrations with Fable 5.5

Rippling's agent queries blur the boundary between tools and data

Decode publishes a free course for building a coding agent from scratch

Dabit urges developers to expand skills and experiment with cloud agents

CodeMarkets offers a CLI to launch revenue for open-source projects

Kanna groups Claude Code and Codex chats into project channels

Matt Pocock's codebase-design skill searches for abstractions to delete

GitButler makes its workspace branch appear only for parallel work

Codex's IDE-style interface wins one developer over terminal workflows

Matt Pocock argues stronger abstractions can constrain coding agents

Yuchenj_UW argues coding agents need an agent-centered desktop interface

Cerebras CEO says its architecture avoids HBM and CoWoS supply bottlenecks

Third Circuit rules Ross Intelligence's Westlaw training use was not fair use

NVIDIA adds a 64GB DGX Spark configuration for local AI workloads

Fireworks launches cache-aware FireRouter for coding requests

vLLM Semantic Router releases Decision 2.0 models from 0.6B to 27B

SGLang 0.5.21 adds live prefill-decode role switching and serving changes

Hugging Face releases huggingface_hub 1.0 with a new CLI and transfer backend

Baseten reports an agent-built Qwen engine beat vLLM on one B200

CAST adapts speculative decoding trees to verification costs

Apple’s LoopCD cuts recurrent compute while preserving model quality

Paperclip users pass one trillion agent tokens in a day

A guide explains why agentic RL depends on reliable environments

RunInfra serves DeepSeek V4.1 Flash at 378 tokens per second

A technical thread argues distillation can weaken data pipeline expertise

ArXiv submissions reach a record 40,363 papers in September

Yacine argues PPO and small recurrent models deserve another look

MagicPath adds an Open in ChatGPT handoff for shared design canvases

Yann LeCun points to robotics and driving as tests of AI's limits

Antigravity CLI runs on Android through Termux

Bend reports 4.2× faster GPU runs, while Mojo closes in on cuBLAS

Shahules786 frames RL environments as saturating training data

OpenAI's Thibault Sottiaux confirms GPT-6.1 Sol Ultrafast

Runinfra launches hosted DeepSeek V4.1 Flash with 1M-token context

Sebastian Raschka publishes a from-scratch GRPO tutorial

Meta research reports post-training can reduce agents' task coverage

Vikram distinguishes sidecar deployment from broader 800VDC adoption

Zach Mueller shares a proxy for running local models inside ChatGPT

A power estimate puts NVIDIA B200 at roughly 4.4 times Huawei 950DT

Franken Code Browser renders a five-million-line project in 3D

Andrew Lampinen explains how reinforcement learning can enable discovery

Report: Meta is developing an Agent Engine called Forge

RankEvolve paper reportedly raises experiment accuracy from 45.8% to 62.5%

Paulius Zt advises using workflows when task steps are predictable

Memory-extraction workflow uses asyncio.gather and Semaphore(5) for bounded fan-out

NVIDIA open-sources OSMO, a Kubernetes orchestrator for robotics workloads

Jev uses a single output token to control voice-agent turn timing

Skill Cutter audits and trims agent skills to their behavioral core

UI Skills packages reusable design guidance for coding agents

OpenClaw documents shared agent sessions with per-person identity

Kunchenguid calls for portable, self-hosted personal agents

Relay lets agents discover and message other agents

Agent Sandbox Protocol separates execution environments from runtimes

Cartesia Sonic 3.6 clones a voice from a short clip in 44 languages

COLM researchers discuss test-time communication for multi-agent systems

Jensen Huang describes an agent harness as an exoskeleton around an LLM

book-to-skill converts technical books into searchable Claude Code skills

CopilotKit shares four self-hostable templates for agent interfaces

Grok Bots give Slack agents shared context through a GitHub repository

Pipecat voice demo uses Jev with about 100ms of routing overhead

DSPy example uses Jev to route prompts between models

MCP reference SDKs patch redirect and task-session authorization flaws

ActiveSaddler applies adaptive curricula to agent harness optimization

A Claude Code Cloud workflow manages long-running work from a phone

A Reachy Mini harness generates expressive robot motion in real time

Claude Sonnet 5.5 scores 70.6% on Terminal-Bench 4.0

T3 Code updates its machine-wide model usage view

Reports: OpenAI safety lead David Robinson quit over deployment risks

Researchers find image-embedded prompt injections affect four clinical VLMs

Harbor evaluation flaw lets agents alter execution traces before scoring

Meta's self-improving harness paper routes tasks across specialized branches

Bug Hunt Bench shows large cost and speed gaps between coding models

Zeeg warns that coding agents can generate low-quality unit tests

A developer reports GitHub suspended an account used by an AI agent

OpenClaw raises its supported Node.js floor to version 24

A Jido developer leaves Sol Ultra running on planned work for ten hours

ScholarEvolve improves agent scores by evolving the harness from research

Robert Martin recommends mutation testing over forcing agents to follow TDD

Robert Martin argues acceptance tests leave code paths unchecked

ActiveSaddler adapts agent-evaluation scenarios as harnesses improve

NerfBench creator says Theo asked him to take down the benchmark

Enrich Arena compares data vendors on hit rate, speed, and price

AgentMail adds inbox pausing and metrics for agent platforms

Robert Martin says he validates agent-written code with automated measurements

Xiaomi releases MiMo-VL-7B vision-language models and an evaluation suite

DART detects multi-turn agent attacks through representation shifts

ColoredCow recounts PolinRider malware rewriting branches across four GitHub organizations

Supabase adds agent tools for investigating production issues and testing fixes

Former OpenAI safety lead warns iteration may not contain future failures

Pangram flags AI imagery across Etsy handmade listings

Simon Willison argues usage services should default to hard budget caps

Pvncher shares ways to reduce image tokens in vision workflows

Browser Use reports GPT-6.1 Sol beats Astra on Bench 2.1 at 7.8× lower cost

Ai2 open-sources AstaBrief for generating cited scientific reports

Supabase raises $150 million and acquires Turso for agent database workloads

Paulius Zt advises pruning agent context for its next decision

Supermemory exposes shared team memory through a public MCP server

OpenAI explains how Dot preserves agent context across Slack and its app

Dot users report a single conversation and missing mobile shortcuts

A Codex memory pattern combines searchable history with temporal rollups

Q2D argues sparse human labels can misjudge strong retrieval models

Walter builds a Doom and Minecraft mashup as a playable prototype

Opus 5.5 improves a browser game with replay and performance fixes

Fable 5.5 turns a question about LLM training into an edited video

A16Z chart shows paid AI subscriptions in 2.2% of US households

Astra and Opus 5.5 turn thousands of Japan cycling clips into a film

An agent workflow uses Suno tracks and lookbooks to guide video edits

Hamel Husain teaches candidates to handle AI eval interview tasks

Plannotator lets developers answer agent questions asynchronously

Intercom describes standardizing engineering work around Claude Code

OpenClaw Android update goes live after a review delay

OpenHands reports SOC 2 Type II compliance for agent deployments

Uber's existing developer platforms provide verification paths for AI coding

Fable turns one prompt into a scripted and scored animated film

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

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

Vik Paruchuri shows five ways PDFs misrepresent text positions

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

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

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

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

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

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

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

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

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

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

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

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

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