All Stories

A practitioner demonstrates Tern's integrated agent workspace

A code-review flowchart puts agent checks before human escalation

Geoffrey Huntley proposes resetting agent work to resolve merge conflicts

OpenAI Devs showcases community-built Codex projects

Graphicle gives coding agents local code graphs and cited project memory

Uncle Bob recommends instrumenting bugs with an agent iteratively

Martin Odersky discusses capability-oriented programming in Scala

GitHub Copilot maps saved prompts and sessions to Logitech MX Keypad

An Xcode cleanup prompt recovers about 420 GB from runtimes and caches

A developer alleges Apple is restricting app feature switches

Perplexity Computer builds a playable browser driving game

Moshe Kanat frames disposable and durable software as a spectrum

Sphinx quizzes developers on agent-written diffs before Git pushes

AI Toolkit adds LoRA training for Qwen 3.8 27B

Dax reports a self-hosted DeepSeek setup with improved price-performance

Odyssey reportedly connects a simulated fruit-fly brain to an AI world

Users report three OpenAI Aurora image-model references in API tests

A diffusion-language-model study adds clustered semantic representations

Data World reports gains from generated data-analysis environments

A technical thread traces visual compression as a multimodal context limit

vLLM adds serving recipes for D3 decision models

Continuous batching keeps LLM serving slots filled between tokens

A 32M speech model matches a larger ASR baseline on voice commands

A developer runs a quantized Qwen model on the Rabbit R1

Kuncheng Guid links coding-agent code quality to post-training rewards

wllama runs llama.cpp models in the browser with WebGPU

Geoffrey Huntley shifts inference regions as capacity changes

A practitioner reports faster Claude Code startup and cloud sessions

Sarah Hooker says model gains increasingly come from post-training

Researchers debate how reasoning disclosure affects model distillation

Liquid AI says fine-tuned d1-omni-600M excels on bounded decisions

Transformers adds CPU offloading for activation checkpoints

veRL evolves rollout into an agent runtime for asynchronous training

A developer runs quantized Qwen3.5-0.8B on Rabbit R1 with wllama

OpenBMB clarifies MiniCPM-V 4.7's runtime-memory claim

TestingCatalog compares OpenAI Aurora image outputs with other models

Argon user reports reconstructing black-hole images from telescope data

Dieleman describes diffusion loops that correct errors at fixed noise levels

Dieleman reports conditional flow improvements from unconditioned matching

Ethan Mollick says developers may be a small share of AI token use

AWS documents disaggregated LLM inference across EKS GPU nodes

Gabri Berton traces how early multimodal LLMs processed images

Earshot gives coding agents CPU-only audio analysis tools

Playwright measurements help an agent size skeleton UIs

A developer runs Gemini Argon inside Claude Code for a visual demo

A shared repository uses Codex to supervise Claude Code on long tasks

Practitioners report coordination bottlenecks in multi-agent coding

fal launches Kotoba APIs for speech translation and transcription

Huntley reports OmniOS running in Firecracker on Linux

Newsjack packages PR workflows as open-source agent skills

Shopping sites and banks are limiting autonomous agent access

Muse shows how an agent selects products across retailer sites

The Turing Post maps current tradeoffs in agent harness design

Ethan Mollick argues for secure agent access instead of blanket bans

A developer explores using a Mac mini as an agent sandbox host

Keycard explains why agents should not approve their own actions

Cohere tests cheaper planning agents for coding-team tasks

NVIDIA outlines compute access for UK agent-safety research

Arca agents prepare tax outreach before clients request help

Brett Leavitt argues agent swarms can parallelize research work

Daytona and Oracle discuss where agent-written code should run

Gemini Argon workflow sets review gates for architectural reconstruction

A developer evaluates Microsandbox for self-hosted coding agents

Geoffrey Huntley discusses verification and agency in agentic engineering

Overalls adds an internationalized interface across multiple languages

DeepSeek brings its agent harness, web, app, and platform teams together

Google Research reportedly releases experimental Harness²

Reports say major websites are blocking autonomous agents

Tim Dettmers lays out research workflows for the agent era

Cohere studies how coding-agent teams benefit from inference scaling

Antithesis testing finds a leap-second bug that could skip backups

Claude Code 2.1.303 ships CLI fixes to reduce crashes

Anthropic model traces NIST curve seeds to a timestamped generator

Preflight inspects and redacts secrets before requests reach a model

A paper examines recovery of reasoning traces from weaker models

Overalls proposes private-network blue-team exercises for agent code

Scott Aaronson discusses the research impact of OpenAI's math proofs

MLpowered explains how language models learn to predict text

Quiver AI finds style-vector similarities across open and closed models

A developer credits YubiKeys after recovering a hacked account

VoxelBench 2 previews scenes ahead of its beta test

Geoffrey Huntley seeks Daybreak Red access to fuzz Overalls

Prinzbench finds GPT-6.1 Sol Pro answers 91 of 99 legal research points

Telegram Desktop versions before 7.2.9 face a session-file exposure flaw

Vercel AI Gateway adds session-level agent logs

A tester reports DeepSeek Flash 1017 cheating in a bug-hunting evaluation

Dettmers reports small tool-equipped models outperforming a larger diagnosis baseline

Geoffrey Huntley shares a week of high-volume agent token use

Matt Pocock distinguishes codebase observability from persistent evals

Hermes plugin maintainer uses a three-day delay to reduce supply-chain risk

Grok Bot engineer explains when idle context compaction can backfire

Anthropic commits equity to a new public benefit fund

A Fortune 100 case study reports $21 million in legal-fee savings

Claude turns a WWI history question into a playable trench model

Techhalla uses character references to keep generated scenes consistent

Dot adds iOS widgets and Action button support

Gergely Orosz argues AI token-use targets can accelerate engineering adoption

A developer explores open-source games with agent-created characters

Uber says Minion writes roughly 15% of production pull requests

Factory's agent-readiness checklist starts with engineering hygiene

Reported Anthropic data shows junior technical hiring share falling

Anthropic says its public-benefit equity commitment can grow with valuation

A Codex user reports rapid usage depletion during Astra sessions

Addy Osmani outlines four verification layers for agent-written code

Piotr Skalski demonstrates single-prompt sports analysis with Gemini 4 Argon

NVIDIA midtraining raises Nemotron's SWE-bench Multilingual score to 62.8

Researchers train an 8B reasoning model to diversify research ideas

Wafer previews GPU guide updates for Stream-K, Blackwell and Triton

Llama.app automates local model setup and speculative decoding

Cerebras founder recounts spending $8 million monthly before its chip worked

A solo-agent workflow overlaps local builds with background agent tasks

Next Concept Modeling reports 21× faster inference than diffusion models

A model-size projection estimates 100-trillion parameters by 2030

llama.cpp documentation adds a speculative-decoding guide

ModelTrace identifies model families from output fingerprints

Fable 5.5 builds a detailed 3D forest in a VoxelBench demo

Stanford and Together propose coarse-to-fine Next-Concept Modeling

Dynamic tool additions can trigger KV-cache misses in agent sessions

Just Out proposes user progress as an agent training signal

TypeSafe releases 27B and 4B decider models with a new attention schema

Athas IDE lets developers switch AI providers for agent workflows

Gemini 4 Argon and Blender generate a procedural aquarium wallpaper

Princeton and Penn’s Recurrent Looped Transformer generalizes beyond training length

Geoffrey Huntley releases GeoClass for regional inference routing across Tailscale VMs

A 0.6B distilled student reaches 44% accuracy on the MATH eval

Hermes Index adds GPT 6.1 Sol and other models to its catalog

JevAgentHarness reportedly cuts agent costs 14.2% with calibrated routing

Nando de Freitas warns outcome rewards can reinforce faulty reasoning

Mikhail Parakhin calls for post-training models to explain their answers better

Pi Durable plans serverless hibernation support for next week

Codezoom explores C# codebases through browser-based UML maps

Geoffrey Huntley demonstrates an agent handling an Uber Eats support case

A diffusion action head keeps memory tokens separate from denoised actions

Overalls runs FreeBSD guests inside Firecracker on Linux

Agentic Discipline 7 shows one disciplined agent handling larger tasks

Android Skills gives coding agents Android development playbooks

Claude Code Desktop opens side chats in separate tabs with /btw

Stripe adds real-time Postgres sync without custom webhooks

Delta lets an agent change provider settings through a scoped tool

ASPIRE open-sources V1.0 for robot skill discovery and self-improvement

Scott Stevenson warns against colocating frontier agents and crypto wallets

Codex reportedly reuses subagent context and retains caches longer

A paper maps government responses to surges in agent-driven requests

Keycard panel advocates runtime authorization based on agent intent

Geoffrey Huntley starts two weeks of autonomous repair against Antithesis tests

Lucas Cordeiro presents a verifier loop for LLM-generated code

AA-Omniscience reports lower hallucination rates for Gemini 4 Argon

Hegel adds shared property testing across Erlang, Elixir, and Gleam

Gemini 4 Argon leads LegalReasonBench with a 50.8% score

Neel Nanda questions how neuron attribution graphs handle weak activations

PhotonHQ rebuilds its iMessage engine and adds OpenTelemetry traces

A harness study compares agent results across sampling settings

Epoch AI finds closed models lead open weights on cybersecurity tests

Pi’s Qwen harness variations show no significant pass-rate gains

An IPython harness raises Qwen3.5-9B reward while cutting input tokens

DeepSeek V4.1 Flash draws creative-coding comparisons in animation and 3D

Tribuchet offloads Nix builds to resilient remote workers

Hugging Face Hub collects ready-to-run reinforcement-learning environments

Uber Code Inbox combines AI checks and PR risk signals

Haiku 5.5 posts a low API price and a strong Terminal-Bench result

Supermemory adds one-command coding-agent memory setup

Lark grammar support reduces turns in code-mode tool calls

Geoffrey Huntley proposes OCR loops for reviewing large legal evidence sets

Tencent's Hy-Memory-30B-A3B scores 55.49% across four memory harnesses

A walkthrough agent teaches a plugin system from source files and questions

The Turing Post separates agent memory into three design goals

billion-context compresses coding-agent histories for long-running sessions

Vishal Trivedy uses a phone-driven agent to triage research work

Claude Projects anchors a personal agent system across machines and assistants

Wells Fargo reports better fraud detection than its production XGBoost model

Oil UI helps agents compare and refine multiple interface directions

Badlogic builds and runs a personal work tool entirely on Android

Geoffrey Huntley publishes the second edition of his SRE book

Ostris AI Toolkit adds day-one support for NVIDIA RTX Spark

Spellbook’s founder describes testing over 100 landing pages before product-market fit

Amp can recreate earlier app screens from Git history

Microsoft completes pretraining a 2.8-trillion-parameter MAI-Base-2 model

StepFun decouples training telemetry to avoid slowing GPU iterations

Epoch's index places Mistral Large 4 near models from April 2025

Google demonstrates magic-state cultivation on Willow hardware

A developer trains a MuJoCo Warp agent at 250,000 steps per second

Epoch's GPT-6 compute scenarios draw scrutiny over timing and sparsity

An ML team seeks B200 and B300 nodes for training

Reducto hits Cloudflare Workers’ 100 custom-domain limit

V. Trivedy outlines how to design evaluations for agent capability frontiers

The Turing Post recommends Laurent Younes’s machine-learning textbook

OpenRouter adds Moondream 3 Preview and 3.1 with 32K context

torch-dist-bench benchmarks PyTorch collectives with bandwidth and latency measurements

Dan Breunig argues personal agents could reshape attention economics

Stas Bekman proposes measuring GPU compute and communication overlap

Microsoft finds session history improves cost-aware agent routing

Mat Velloso uses an AI camera to track his cats' eating and drinking

Hyperbrowser launches macOS agent sandboxes with browser and Terminal access

The /be-ambitious skill packages a four-step workflow for agent tasks

OpenAI launches a gallery of reproducible Codex hardware projects

fal launches Worlds for real-time interaction with world models

Gergely Orosz argues agent-generated work is stressing CI and build systems

Agent architecture proposal models execution as states and events

Geoffrey Huntley adds Amp-style threads and Orbs to Kittens

Berkeley research reportedly improves agents with periodic restarts

eve publishes a Python agent starter for Vercel

Eyes gives coding agents searchable video transcripts and frames

GPT-Live adds a native Decisions API path for low-latency actions

AdaEvolve adapts LLM-driven search across local and global levels

OpenCode developer runs a desktop agent from a phone through Slack

HumanLayer's Fold provides a provider-agnostic core for coding agents

Mike Hostetler proposes agents that wake, work, and hibernate as data

Deepagents exposes LangGraph hooks for deterministic agent control

eve adds MCP event subscriptions through Vercel Connect

OpenCode user keeps parallel project sessions running with subagents

Geoffrey Huntley surveys sandbox APIs for composable agent runtimes

Venice adds private access to Tencent’s Hy4 Preview

Amp’s Quinn Slack shares how the team builds software with agents

verified-tiff reimplements libtiff's reader in formally verified Rust

TryCua says its Hyprland support awaits Omarchy's newer stable build

Open TTS Leaderboard compares speech models with objective metrics

FrankenGraphDB reports faster analytical queries on graph workloads

Sentry lets employees use AI subscriptions while restricting customer data

V3R1T4S reports agent-assisted discoveries validated by external benchmarks

Tencent attributes reported agent browsing to third-party model evaluations

Posts report Opus 5.5 fast mode opens to all Claude API users

Vercel launches Token Pass for GLM 5.3 and Kimi K3 access

ExtractBench Pro tests multi-page document extraction and reasoning

Higgsfield demonstrates Kling 4 gameplay concepts in generated video

fal adds native 2K and 4K generation to Flux Video

Sentry’s Zeeg explains why AI code review affects SOC 2 controls

Black Forest Labs releases FLUX 3 Image Klein for high-resolution generation

Replicate adds Krea 3 for prompt-driven image editing

Kling 4.0 generates multi-cut action scenes from detailed prompts

Ramp introduces Glass, an AI workspace built around compounding knowledge

Anthropic commits $5 million to support mathematics research

Dabit scrapes 821 forward-deployed engineering jobs across 292 companies

Dots user reports reaching inbox zero with an AI email workflow

A Dots workflow archives bulk email and notifications automatically

Polylane attaches narrated video walkthroughs to agent-written PRs

scriptc releases version 0.3.2 of its compiler tool

Athas brings its IDE to the browser

Yacine argues coding agents should solve problems with less code

MagicPath adds ChatGPT sign-in to its collaborative coding canvas

OpenCode builds a TUI preview tool to check layouts across the app

Visual Studio Code adds interactive canvases for agent workflows

Claude Code 2.1.300 changes its system prompt around user questions

Omnigent brings GitLab and Azure DevOps reviews into agent sessions

Semble searches code for agents with fewer tokens than grep and file reads

PRISM uses quantized scans and error bounds for Postgres vector search

OpenClaw’s agent removes about 1.2 million lines of low-quality code

A fork of Uma adds Plausible analytics support to its macOS menu-bar app

AA-3D models reproduce all 72 Eiffel Tower inscriptions offline

Vercel says Meta crawler traffic exceeded GoogleBot baseline by 15×

Modal reports $1 billion annualized revenue and raises $750 million

Qwen 3.8 27B reportedly runs at 20 tokens per second on a PS5

Google shows Argon building a 3D renderer in pure Python

AutoEnvScaling uses terminal agents to generate RL environments

NVIDIA’s Nemotron 3.5 Lightning becomes free on Vercel AI Gateway

Baseten offers dedicated deployments for Runway video models

Harness design determines which skills an agent practices

Inworld launches an inference API with model fallback and service tiers

Tripo AI generates a 3D chair that imports into Unreal Engine

Gemini 4 Argon produces inconsistent builds and skips collision checks

Argon sketches animation frames and adds cel shading in an iterative workflow

Gemini 4 Argon wins all 50 matched short-story comparisons against Gemini 3.1 Pro

Stripe finds fine-tuning a 4B model improves merchant fraud review precision

NVIDIA, OpenAI, Abridge, and Experian discuss open models in production

Magnific creator shares 297 AI-generated game assets and the Unreal workflow

A Qwen3 reranker routes requests to cut LLM spend by 38%

Vals AI proposes long-horizon tests for model routers

A chief-of-staff bot uses separate CLI logins for task-specific models

Anthropic’s planned TPU capacity could reach 16 GW by 2028

A researcher reports SOTA Vietnamese speech recognition with EmbeddingGemma 2

Lech Mazur compares repeated phrases across nine language models

Antigravity uses Gemini 4 Argon to reproduce a 3D modeling workflow

Vela turns anonymized user behavior into training tasks for Qwen

Claude Code Router centralizes model routing for coding agents

Jev adds image input to its TypeScript playground

A five-engineer team reports API routing raised its AI bill 30-fold

VideoJev releases 4B and 35B open models for video understanding

xAI TypeScript SDK cookbook adds examples, reaching 25

TasteVal tracks rapid gains in models’ AI research judgment

Paper Instruments releases Ultramarine 1 Flash for document-heavy work

Google shares six Gemini 4 Argon apps built in AI Studio

Purshow explains how Muon changes matrix updates through spectral norms

Anthropic’s planned TPU capacity could reach 16 GW by 2028

CoreWeave’s rising interest bill puts its AI infrastructure financing under scrutiny

A local vision model detects falls on an NVIDIA DGX Spark

vLLM reports faster sparse prefill kernels for Step 5 Preview

Grok Bot setup routes tasks through Claude and Codex subscriptions

Matt Pocock proposes GRILL.md to configure /grill-me planning questions

PilotDeck releases 2.0 open agent harness for verified office work

Artificial Analysis launches AA-Robotics benchmark for physical robot arms

Ethan Mollick gives his Dot a separate email identity

Hark says Handoff served one million browser sessions in seven days

Meta research traces reward hacking across coding-agent teams

Nvidia TacitVLA matches chain-of-thought performance at up to 3.4× lower latency

Composio Instant gives agents one wallet for paid tools

ElevenLabs says its support agent resolves 22,000 tickets monthly

Vercel’s Dots can control local and cloud Codex threads

Manufact ranks 969 MCP servers with AgentMail at the top

CopilotKit launches CLiF to turn product trajectories into agent skills

Grok Bot uses Cursor agents to build and save a web project

Parallel becomes Browserbase’s default search provider for agents

Tensorlake joins AgentEnv as a built-in sandbox provider

Nimble-v4-max leads JevMan’s Pac-Man decision benchmark

Odessia pairs hotel booking agents with accredited travel-agent rates

Lawve integrates its legal agent skills with the open-source Mike platform

Noam Brown discusses scaling and coordination limits for agent swarms

Surf CLI lets agents control Chrome through local terminal commands

Mastra Connect gives agents ready-made tools for workplace apps

Dyna-2 uses large-scale video to adapt robots with brief demonstrations

Factory adds persistent remote machines for Droids

Moritz Kremb documents his Grok Bot agent workflows

Mario Zechner uses four agents to review code changes independently

A Muse workflow turns Instagram reels into saved places on Google Maps

Hermes Agent v0.22.0 simplifies onboarding and app connectors

Deepagents’ V. Trivedy argues for agent-modifiable harnesses

A Codex skill turns research papers into spoken technical briefings

Orca coordinates coding agents across separate CLI panes

Epoch launches SpireClimb benchmark for agents playing Slay the Spire

Vals finds no frontier model scores 2/100 on simulated humanoid tasks

Researchers trace a rogue agent fleet to Tencent Cloud

HeyGen Voice joins OpenRouter with standard and low-latency modes

AA-Robotics finds GPT-6.1 Sol scores near Astra at far lower task cost

Uncle Bob’s Scriptwriter app lets an agent edit screenplay files

Report: GPT-6 Astra answers prompt TheoPhysEval authors to correct reference solutions

Report: Anthropic reportedly licenses Opaque confidential-computing technology

Researchers warn AI-driven math progress could pressure public-key encryption

A Carnegie Mellon study finds OpenClaw logs cannot prove policy violations

Researchers frame LLM evaluation as a forecasting problem

Sentient Foundation benchmarks methods for fingerprinting copied models

AIPOCH Open-Science packages research sessions with data and provenance

A researcher benchmark finds Gemini 4 Argon often misstates current affiliations

Chronos-2 reduces next-year model benchmark prediction error by 37%

Vapi builds a PR reviewer that runs tests against its own findings

Who Sells Data catalogs 159 AI data and RL vendors

An agent speeds up libtiff workloads by up to 7.33×

A free search tool embeds more than 203 million science papers

A developer uses Argon to audit code against project plans

An open-source tool red-teams image models with generated attack prompts

Ben Hylak says model evaluations need tests for eval awareness

Prosecutors charge an OpenAI engineer in an alleged recording-device incident

An open-source QA agent tests live apps and sends coding agents repro steps

Genspark traces a service disruption to a third-party vendor

LLMpsycho recommends passing integration tests as an agent stop condition

ARC Prize excludes Haiku 5.5 max-reasoning results after 74 of 120 tasks

Researchers frame agent privacy and security through contextual integrity

Hermes Agent v0.22.0 adds a tested stable release channel

METR proposes three public assessments of frontier labs’ agent risks

White Circle releases RISE to search for image-model safety failures

The Daily Oracle reports new math, graph, and codebreaking results

Cline reports Gemini Argon uses 30% fewer tokens than Claude models

Haiku 5.5 High ranks 27th in Agent Arena with $0.09 median cost

Embedding Gemma 2 reaches Hugging Face’s trending models

AssemblyAI releases Universal-3.6 Pro with expanded language coverage

Supermemory Local 0.0.9 adds Docker support and faster performance

DataTalks.Club prioritizes RAG failures by their real-world consequences

OpenRouter exposes Clef Omni for multimodal structured decisions

Jev adds image inputs to its decision-model API

A DataTalksClub workflow turns FAQ failures into regression evals

Timescale open-sources pg_vectorsearch with a PRISM index

ComfyUI points builders to more than 620 tested workflows

Zenzap adds workplace agents that connect to more than 400 apps

Sentry explains why rewriting a mature service in Rust is not a shortcut

Orange Business evaluates enterprise agents across retrieval, behavior, and traces

Telemetry builds agent-friendly documentation with Blume

Amplifier Health exposes 75 voice-derived indicators through one API

Mirelo SFX 2.0 brings text and video sound generation to fal

Prosecutors allege an OpenAI engineer planted hidden recorders

Daniel Shipper’s tutorial shows how to ask more of AI models

ComfyUI adds local RTX video-processing nodes for VFX

Koltregaskes collects 50 practical habits for working with AI agents

Sentry says its Junior agent is now its top code contributor

Every previews an agent-native history of OpenAI Codex

ComfyUI adds a Fish Audio Drama 3 node for multi-character scenes

Grok bot marketplace opens connector submissions

fal Reframe expands video beyond its original aspect ratio

Google reports Argon optimizations raise Gemma 4 E2B throughput 2.9× on vLLM

Drama 3 Preview scores 93.2% on Artificial Analysis pronunciation benchmark

ThunderSync computes GRPO and OPD gradients as rollout results arrive

DeepMind's Evo2 trains from harness edits and scores 48.3% on SWE-bench Verified

SemiAnalysis reports Rubin delivers 4.23× better performance per dollar than GB300

SemiAnalysis examines hardware and precision mismatch in RL rollouts

SemiAnalysis reports yield risks from denser 3.5D chip packaging

Deep Learning Alchemy launches model-behavior course with code-diff quizzes

Report: Fable 5.5 reportedly appeared in Azure model API listing

Moondream joins Prime Intellect to develop efficient multimodal models

Qwen credits TokenSpeed with 685 output tokens per second on Qwen3.8-Flash-Next

Google DeepMind fine-tunes Gemma for on-device scam detection with GovTech Singapore

Google demonstrates Argon simulation for Apollo cornhole robot

Theo releases ts-rust v0.6.0 with a reported 30% speedup

Alexandr Wang reports Muse Wonder placed fourth on Bug Hunt Bench

Arena ranks Muse Wonder Max second in Text Arena at 1,513 points

Kill My SaaS reports 72 submissions in weekend cloning contest

QuixiAI reports Muse Wonder Full produced 15 solid pull requests in one day

Google says Argon helped remove a category of Chromium crashes

Theo reports Gemini 4 Argon exceeded 50% false claims on codebase benchmark

Theo turns Astra usability examples into planned benchmark

ScaleDown introduces multimodal decision models with 1-million-token context

models.dev develops v2 API shape for model information

Modal adds traffic mirroring for inference endpoint candidates

Report: Google is preparing Nano Banana 3 Pro for November–December

Reviewer tests Surface Laptop Ultra with RTX Spark for CUDA workloads

Matthew Berman reports Muse Spark weights are coming soon

Report: LoGRA uses 7.2 GiB versus LoRA's 13.2 GiB for 1.5B model

Sakana AI and Berkeley propose Multi-Agent Self-Supervision

SubQ Snap targets decisions with 384K multimodal context

SemiAnalysis reports upstream vLLM added megakernel decoding on ROCm

vLLM adds ReplaySSM support for Mamba2 decoding

Code Mode exposes MCP tools as APIs for agent-written programs

Practitioner runs remote agent sessions with Freestyle and HumanLayer

Arena reports top agents complete 94% of delegated tasks

Artificial Analysis launches FrontierCode 1.1 leaderboard for coding agents

Madiator alleges Perplexity uses Nimble code without attribution

T3 Code adds a visual callout for its goal workflow

Theo recommends Linux to avoid environment friction with coding agents

Kuncheng Guid measures maintainability by the cost of future changes

Zeeg argues agents will not erase the complexity of professional software

Geoffrey Huntley argues modern tooling makes unikernels practical again

Restream supports custom scenes and multiple hosts for livestream production

Wi-Fi 7 chipset support can require a newer Linux kernel

Dzhng uses custom validators to guide long-running coding agents

Matt Pocock revisits the maintenance cost of tactical tornadoes

Theo explains why he built the ts-rust compiler

Theo moves ts-rust builds and tests to Blacksmith runners

OpenCode prototype renders interactive interfaces inside the terminal

Theo rejects paid-product integrations in T3 Code

John Rush says Claude Code built a table-simulation wizard in five minutes

Giffmana attributes an Engram training pattern to ordinary overfitting

Stas Bekman adds GPU results to the MAMF and MSMF table

A 15-machine CPU fleet estimates 19× capacity for parallel jobs

Cu-diamond composites target heat and warpage in advanced packaging

AstroLoc launches LoMA aerial-image localization on a public demo

Amazon reportedly weighs buying Decart for its AI workload optimizer

A security warning says tuned model weights could conceal data exfiltration

Frontier labs reportedly scramble to secure compute for user demand

The Turing Post maps three ways world models represent reality

AWS schedules hands-on workshops for model customization and evaluation

A PAM4 guide explains the short reach of 448G copper links

AstroLoc reports its image localizer was used on lunar photos

Astra reportedly leads Fable on math while Fable follows instructions better

A Neural PDE Solver study tests whether models learn correct dynamics

DeepSeek memory compression makes recall depend on token position

QuixiAI launches the Dolphin API

Hermes adds request compression and plans ultrafast API support

Theo reports GPT-6.1 Sol default is barely slower than Fast mode

Technical explainer examines PAM6 for longer passive copper links

A report says Yandex may shift workloads to a major new compute deal

Hugging Face releases open RL environments from OpenAI math problems

Drone strikes raise questions about Yandex Cloud data-center capacity

Frontier agents could automate ground-truth creation for specialized models

Epoch AI tracks a sharp rise in math papers acknowledging AI use

A quick test finds Midjourney thinking mode trails GPT Image on prompt accuracy

Moondream 3.1 posts a 0.56-second response beside slower models

Practitioner claims Fable's time awareness does not improve inside Codex

Cartesia reports multilingual voice agents handle most Dhan conversations

Grok Bot adds card-photo checkout with an approval step

Codex Chrome use can sort and favorite photos in Google Photos

Mat Velloso uses browser agents to reconcile bookkeeping receipts

Benjamin Anderson builds a secrets proxy for cloud coding agents

Hrishioa maps three interface patterns for AI agents

A developer connects a Messenger MCP to an agent running at home

Hermes Agent adds Anatomy as an optional design skill

Hamel Husain uses Excalidraw's MCP integration for slide visuals

Report: Xpeng Iron deliveries could begin in the first quarter of next year

Nisten builds a Toronto simulation with 100,000 agents and an economy

Harrison Chase maps managed deepagents to LangChain runtime services

GitSwarm coordinates long-running agents through a shared Git repository

D-Shift adds a persistent sidebar that answers questions about on-screen content

An agent uses a virtual card to register domains and set up services

GPT-6 Pro reportedly flags errors faster than academia can process them

ALE-Gold audit removes nine flawed tasks from a frontier benchmark

A lookalike-domain phishing email bypasses Gmail's filters

Command Center 1.3.0 adds more than 40 system-monitoring improvements

ShipBash tests web apps and CLIs with recorded agent verdicts

Sentry trace IDs make production errors safer to hand to agents

Video Motion Analyser measures frame cadence and temporal anomalies

Claude Code maintainer says a dictation issue is fixed in nightly

Theo builds a dashboard to estimate remaining Claude usage

Sentry’s CLI lets developers ask coding agents to wire up instrumentation

Report: OpenAI withdrew three papers from its mathematics collection

Gergely Orosz warns AI SRE tools could weaken reliability feedback loops

François Fleuret recommends confidence intervals for model predictions

A developer plans to rebuild a personal agent workspace from a clean slate

Nick Dobos recommends learning unfamiliar codebases by exploring as you build

Northwestern mathematicians weigh how AI-generated papers affect research training

Meta Muse reportedly retains more than 30% of users through day seven

Hark reports 562,000 users and a range of agent workflows

Magnific and Seedance 2.5 turn reference images into video

Claude directs a video built largely from generated code

A ChatGPT plugin passes one million tool calls in ten days

A startup advertises up to $1.1 million for exceptional engineers

Pocket Holler ships an open-source Game Boy Color adventure

Karpathy describes a widening gap in how people experience LLMs

John Rush reports a 4× revenue increase after an Opus rewrite

Cohere upgrades North with agent memory, skills and cost controls