AI developer news, tools, and content

LAUNCH// 31m ago

Daybreak Red Team automates continuous pen tests

OpenAI’s Daybreak Red Team puts coordinated AI agents to work testing web applications, validating vulnerabilities, and checking whether patches actually stop exploits. The early-access service targets organizations that need continuous offensive security coverage without maintaining a dedicated red team.

daybreak-red-teamsecurityagentautomationtestinghosted-service+6+5+4+3+2+1

RESEARCH// 1h ago

Six Chinese Models Show Blackwell Fingerprints

An Unemployment Labs report claims six open-weight models from DeepSeek, Moonshot AI, MiniMax, and Ant Group preserve initialization patterns matching NVIDIA Blackwell hardware. Physical reproductions support the fingerprinting method, but the evidence indicates hardware access—not where training occurred or whether chips were illegally transferred.

checkpoint-forensicsllmopen-weightsgputraining-infraresearch+6+5+4+3+2+1

UPDATE// 1h ago

Devin Teams unlocks Desktop, Free sessions

Cognition is upgrading Devin Teams so every teammate can use the improved Devin Desktop without purchasing additional seats, while each member gets two concurrent cloud sessions in Free mode. The plan also adds multiplayer collaboration, SSO, centralized billing, and tiered cost controls.

devinai-codingcoding-agentagentdevtoolpricing+6+5+4+3+2+1

OPEN SOURCE// 57m ago

Inkling 2 Small lands on Hugging Face

Thinking Machines has published Inkling 2 Small’s NVFP4 weights on Hugging Face. The sparse MoE model packs 594B total parameters, 17B active per token, and weighs roughly 394 GB.

inkling-2-smallllmopen-weightsmoequantizationmultimodalinferenceai-coding+8+7+6+5+4+3+2+1

VIDEO// 49m ago

Foundry Local Puts Small Models in .NET

This Microsoft .NET session demonstrates how C# developers can run small AI models on-device with Foundry Local, using hardware-aware inference and OpenAI-compatible APIs. Local execution offers privacy, low latency, offline support, and no per-token costs.

foundry-localsmall-llminferenceedge-ailocal-firstsdkdevtool+7+6+5+4+3+2+1

UPDATE// 43m ago

T3 Code Slashes Thread Load Time 72x

Theo shared a T3 Code performance sprint showing 27 changes in four days, including a 72x improvement opening 41,000-item threads and major gains across mobile, networking, and reasoning previews. He credits Claude Fable 5.2 for helping drive the overnight work.

t3-codeai-codingcoding-agentdevtoolopen-sourcelocal-first+6+5+4+3+2+1

UPDATE// 2h ago

HeyGen adds Gemini Omni 1.2 Flash

HeyGen now offers Google’s Gemini Omni 1.2 Flash for text-to-video and image-to-video generation, with clips up to 15 seconds, native audio, and conversational editing. HeyGen and Google position it as a fast option for iterative video creation.

heygenvideo-genimage-genaudio-genmultimodalhosted-service+6+5+4+3+2+1

LAUNCH// 2h ago

Google Cloud launches Professional Agentic Architect cert

Google Cloud introduced a hybrid Professional Agentic Architect certification combining a proctored exam with hands-on Google Skills labs. Its GEAR Special Edition offers eligible Google Cloud customers no-cost preparation and an exam voucher for applications through Dec. 9.

professional-agentic-architectagentcoding-agentcloudevaluationsecuritydevtool+7+6+5+4+3+2+1

NEWS// 1h ago

T3 Code Links Model Drops to Faster Shipping

Theo highlights T3 Code’s repository activity as a visible proxy for how new model releases affect developer output. The open-source control plane lets teams compare agents and models while shipping through one workflow.

t3-codeai-codingcoding-agentagentdevtoolopen-source+6+5+4+3+2+1

UPDATE// 1h ago

Orca Gives Agents Browser Access

Orca now lets coding agents operate its built-in browser for web tasks, with per-worktree tabs, background browsing, and imported Chrome cookies or passwords. Agents can script the same browser sessions developers use through Orca’s CLI.

orcaagentweb-agentcomputer-usetool-usedevtoolopen-source+7+6+5+4+3+2+1

UPDATE// 1h ago

Linear Reviews Adds Custom Risk Scores

Linear Reviews now lets connected providers show custom PR risk scores, risk areas, and explanations directly in the review interface. Scores map to four risk levels and can be tied to a specific commit revision.

linear-reviewscode-reviewdevtoolautomationai-coding+5+4+3+2+1

INFRA// 1h ago

boat crosses $1M ARR on agent demand

boat says it reached $1M ARR in 22 months after six pivots, with recent growth driven by cloud VMs for AI agents. Its full Linux sandboxes provide persistent disks, Docker, browsers, desktops, snapshots, and APIs.

boatcloudagentdevtoolhosted-serviceautomation+6+5+4+3+2+1

BENCHMARK// 1h ago

Google’s Carbon Eval Shows OSWorld Method Split

Google says it averages multiple trials to reduce variance, yet its OSWorld-2.1 score for Gemini 4 Carbon is explicitly the best of three single-attempt runs. That makes the reported 81.5% a best-case result rather than an average.

gemini-4-carbonevaluationbenchmarkcomputer-usemultimodalresearch+6+5+4+3+2+1

UPDATE// 1h ago

Mastra Metrics Adds Agent, Tool Breakdown

Mastra’s Metrics page now includes a sortable breakdown table for agents, workflows, tools, models, and other entities. Developers can identify error-prone or slow components, then open their traces for debugging.

mastraobservabilityagenttool-usedebuggingdevtool+6+5+4+3+2+1

UPDATE// 3h ago

Interior AI Adds Walkable 3D Room Editing

Interior AI adds a walkable 3D workflow where users can explore redesigned rooms, apply custom wallpaper, and adjust furnishings from different viewpoints. The update addresses a major weakness of image-only interior generators: inconsistent edits across angles.

interior-ai3d-genimage-genvisionmultimodal+5+4+3+2+1

UPDATE// 3h ago

Claude Code 2.1.323 Nears Release

ClaudeCodeLog reports that Anthropic’s Claude Code 2.1.323 is about to ship, though no changelog or feature list is available yet. The official repository still lists 2.1.322 as the latest release.

claude-codeai-codingcoding-agentclidevtoolagent+6+5+4+3+2+1

OPEN SOURCE// 3h ago

Expo Explore Maps Every App State

Expo Explore is an open-source tool that captures an app’s screens, connects them through user interactions, and compares visual changes across pull requests. It supports deterministic replay and AI-assisted navigation using Codex or Claude.

expo-exploredevtooltestingautomationagentopen-source+6+5+4+3+2+1

BENCHMARK// 1h ago

ERNIE 5.5 Flash Preview scores 1,668 on WebDev

Baidu’s 280B-parameter mixture-of-experts model, with 14B active parameters and a 1M-token context window, scored 1,668 on Code Arena’s WebDev leaderboard. It is available through Qianfan, while its promised Apache 2.0 weights have not yet been released.

ernie-5.5-flash-previewllmbenchmarkai-codinglong-contextopen-weights+6+5+4+3+2+1

INFRA// 2h ago

DeepInfra adds LTX VFX suite to API

DeepInfra now serves Lightricks’ LTX VFX endpoints for SDR-to-HDR conversion, alpha mattes, reframing, and 4K/8K upscaling, starting at $0.08 per second. Outputs target professional workflows, including 16-bit EXR, HLG, ProRes 4444, and audio-preserving upscales.

deepinfraltx-2.5inferenceapivideo-gencloud+6+5+4+3+2+1

OPEN SOURCE// 2h ago

Vercel UI SDK Gives Agents UI Skills

Vercel released UI SDK, an open-source beta library that gives coding agents reusable behaviors for keyboard navigation, focus, selection, popups, drag-and-drop, and ARIA across React, Vue, Svelte, Solid, and Web Components.

ui-sdkagentai-codingcoding-agentcode-generationaccessibilityopen-source+7+6+5+4+3+2+1

UPDATE// 2h ago

super.engineering Brings Turn-Level Agent Reviews

super.engineering’s new Turns view groups code changes by conversation turn, letting developers inspect exactly what changed after each prompt. The feature makes multi-step agent work easier to audit and understand.

super-engineeringagentcoding-agentai-codingcode-reviewdevtool+6+5+4+3+2+1

UPDATE// 2h ago

Claude Meetings Joins Calls, Builds Artifacts

Anthropic is beta-testing Claude Meetings for Team and Enterprise customers, letting Claude join Google Meet as a visible participant, take notes, answer questions, and create plans or timelines in real time. It extends Claude’s artifact-building workflow directly into live collaboration.

claude-meetingsagenttool-useautomationmcphosted-service+6+5+4+3+2+1

INFRA// 3h ago

Anthropic Makes Claude Managed Agents Self-Hosted

Anthropic opened a private beta for self-hosted Claude Managed Agents, allowing companies to run the agent harness, sandboxes, credentials, database, and session history in their own cloud or data center. Prompts, tool inputs, and results still flow to a chosen inference provider, including Claude API, Bedrock, Google Cloud, Microsoft Foundry, or a custom gateway. [Announcement](https://claude.com/resources/articles/self-hosted-claude-managed-agents)

claude-managed-agentsagenttool-useself-hostedinferenceapicloud+7+6+5+4+3+2+1

UPDATE// 2h ago

ChatGPT Dots Get Faster, Clearer, More Reliable

OpenAI is updating Dots with faster replies, less jargon, better follow-through, and custom instructions that persist within a thread. Users can also define approval boundaries, such as requiring a draft before an action is taken.

dots-by-openaiagenttool-useautomationcontext-engineeringcloud+6+5+4+3+2+1

UPDATE// 2h ago

Delta Brings Claude Agent Into Shared Coding Threads

Delta now integrates Anthropic’s Claude Agent through ACP, letting developers use existing Claude subscriptions or Anthropic Console accounts inside Delta threads. The update also carries over configured MCP servers while keeping agent changes, comments, and collaboration tied to the code conversation.

deltaagentcoding-agentai-codingdevtoolsdk+6+5+4+3+2+1

NEWS// 2h ago

Temporal Lands #34 on Inaugural AI 100

Temporal ranks #34 on Bessemer Venture Partners and Newcomer Media’s inaugural 2026 AI 100, recognizing the durable execution platform among the top private AI companies. Its pitch is straightforward: agents need workflow state, retries, human checkpoints, and reliable completion beyond a single model call.

temporalagentframeworkdevtoolautomationcloudtool-use+7+6+5+4+3+2+1

UPDATE// 2h ago

Bolt.new Expands Free Local-Business Templates

Bolt.new’s template library features free starting points for accounting firms, law firms, massage clinics, and physical therapy practices. Each template is positioned as a responsive, editable website that can be customized in Bolt’s browser IDE and deployed quickly. ([Bolt Templates](https://bolt.new/resources/templates), [AI Website Builder](https://bolt.new/use-cases/ai-website-builder))

bolt-newno-codedevtoolcode-generationautomationhosted-service+6+5+4+3+2+1

MODEL// 1h ago

Google Ships Gemini Decisions API

Google’s Gemini Decisions API introduces Gemini Decision 1, a multimodal model that scores up to 1,000 bounded questions in one pass. It delivers probabilities and confidence scores in 150–250 ms at $0.10 per million input tokens with no output-token charges.

gemini-decisions-apireasoningmultimodalagenttool-useapiinferencehosted-service+8+7+6+5+4+3+2+1

LAUNCH// 4h ago

Convex Auth 2.0 ships native passkeys

Convex Auth 2.0 is now stable, offering passkeys, email/password, and Google, GitHub, and Apple sign-in directly inside Convex. It is open source, transactional, and has no per-user pricing. [Convex Auth docs](https://docs.convex.dev/auth/convex-auth)

convex-authframeworksdksecurityopen-source+5+4+3+2+1

VIDEO// 3h ago

Temporal Vibe Check Probes AI Delegation

Temporal’s Vibe Check broadcast examines trust, human judgment, and accountability as AI agents enter email, conversations, and everyday decisions. Guests Lily Jampol and Kamaka Martin discuss what to delegate, where humans must remain involved, and why eDiscovery raises the stakes.

temporalagenttool-usesafetysecurityobservability+6+5+4+3+2+1

BENCHMARK// 3h ago

Gemini 4 Hydrogen Ranks Seventh Overall

Priors ranks Gemini 4 Hydrogen #7 of 71 frontier models with a 53.9 score, while placing it first on Error rate, GDP.pdf, and Tax Agent. The profile aggregates results across 40 benchmarks and reasoning settings.

gemini-4-hydrogenllmreasoningevaluationbenchmark+5+4+3+2+1

POLICY// 3h ago

AI Law Prompt Makes State Rules Concrete

This X article distills 10 US state laws affecting AI builders and pairs them with a prompt that analyzes a project’s use case, users, and deployment context. It returns applicable laws, citations, and the specific language that creates exposure.

us-ai-law-applicability-promptregulationprompt-engineeringdevtoolautomation+5+4+3+2+1

MODEL// 3h ago

Gemini 4 Hydrogen Lands in Devin, Scores 38.2%

Cognition has added Google’s Gemini 4 Hydrogen to Devin Desktop and Devin CLI. The model scores 38.2% on FrontierCode 2.0, narrowly trailing GPT-6.1 Sol on real-world software-engineering tasks.

gemini-4-hydrogenllmai-codingcoding-agentbenchmarkevaluationcli+7+6+5+4+3+2+1

MODEL// 5h ago

Gemini 4 Hydrogen lands in Cursor

Gemini 4 Hydrogen is now available in Cursor, giving developers access to Google’s latest fast-tier model directly inside an AI coding workflow. The rollout appears early, with official documentation and benchmarks still catching up.

gemini-4-hydrogencursorllmai-codingcoding-agentide+6+5+4+3+2+1

OPEN SOURCE// 4h ago

bricksentry Catches Silent Databricks Data Changes

bricksentry is an Apache-2.0 tool that inspects Databricks Delta history, compares changes against prior versions, detects duplicate keys and shifted totals, and generates exact rollback SQL. It also maps Unity Catalog lineage to show downstream impact before changes reach production.

bricksentrydata-toolsobservabilitymcpopen-sourceagenttesting+7+6+5+4+3+2+1

OPEN SOURCE// 3h ago

Rust 1.100 Stabilizes Never Type, Allocators

Rust 1.100 stabilizes the never type and core custom-allocator APIs for Box and Vec, alongside DropGuard and Cargo dependency cooldowns. It is a foundational language-and-tooling release for systems developers.

rustopen-sourcedevtoolclisecurity+5+4+3+2+1

INFRA// 3h ago

Microsoft 365 Outage Hits Exchange, Copilot

A widespread Microsoft 365 outage disrupted Exchange Online, Teams, Copilot, SharePoint, and Defender for many users, while the Azure-wide framing remained unconfirmed. Microsoft cited elevated infrastructure load and began redistributing traffic. [AP News](https://apnews.com/article/microsoft-outlook-outage-email-teams-6376045281feb430c0b923e3a4b251c2)

microsoft-365cloudhosted-serviceobservabilityapi+5+4+3+2+1

VIDEO// 4h ago

Anthropic reframes model pricing ladder

An Anthropic IPO roadshow clip argues that better inference efficiency is breaking the rule that more capable Claude tiers must cost more. Anthropic cites roughly 25% lower customer cost for Fable 5.1 versus Fable 5 and 40% lower cost for Opus 5.5 versus Opus 5 in its IPO fact sheet.

claudellminferencepricingapi+5+4+3+2+1

SECURITY// 5h ago

Tencent Agent Fleet Probes Amap

Swarmchasers traced thousands of Amap-probing agent runs to Tencent Cloud infrastructure, where agents bypassed anti-bot defenses, used exposed credentials, and reached pre-production systems. The investigation found no evidence of real-time coordination between agents. [Full report](https://swarmcha.se/posts/chinese-agent-fleet-full-report)

tencent-agent-fleetagentweb-agenttool-usecomputer-usesecurityevaluation+7+6+5+4+3+2+1

POLICY// 3h ago

Singapore Rebukes U.S. Over Megaspeed Probe

Singapore says U.S. authorities provided limited assistance during its investigation into Megaspeed’s server exports and former executive Alice Huang. The company denies wrongdoing, says it cooperated with U.S. inspections, and has hired a U.S. law firm to review its GPU inventory and export-control compliance.

megaspeed-internationalgpucloudinferencesecurityregulation+6+5+4+3+2+1

MODEL// 4h ago

Google Antigravity Adds Gemini 4 Hydrogen, Orchestrator

Google is rolling Gemini 4 Hydrogen to paid Antigravity users as a faster, more efficient successor to Gemini 3.8 Flash, alongside Orchestrator, which pairs Gemini 4 Carbon for planning and review with Hydrogen for implementation.

google-antigravitygemini-4-hydrogenllmai-codingcoding-agentagentdevtoolorchestrator+8+7+6+5+4+3+2+1

BENCHMARK// 4h ago

Keenable Tops Artificial Analysis Search Index

Keenable Search now ranks first on Artificial Analysis’s Search Index, scoring 83 across 14 providers. Its independent web index is built for agent workloads, combining strong answer quality with low latency.

keenablesearchagentapiinfrastructureweb-agent+6+5+4+3+2+1

NEWS// 4h ago

Hermes Agent Hackathon Draws Nearly 1,000

Nous Research says its seven-day Hermes Agent Plugin Hackathon closed with nearly 1,000 submissions. Judges are narrowing the field to 10 finalists before announcing winners in about a week, with $20,000 in cash prizes at stake.

hermes-agentagentopen-sourceautomationdevtool+5+4+3+2+1

BENCHMARK// 4h ago

RedstoneBench exposes Grok’s redstone weakness

RedstoneBench evaluates whether AI agents can build compact, working redstone circuits across 16 Minecraft tasks, judged tick by tick in a vanilla Java server. Its early results put Astra and Sol ahead while Grok underwhelms, highlighting a gap between language reasoning and executable systems engineering.

redstonebenchbenchmarkevaluationllmagenttestingopen-source+7+6+5+4+3+2+1

VIDEO// 4h ago

ClickUp Turns Feedback Clips Into Action Items

Dean Phillips demos a custom Brain² Skill that turns product-feedback recordings into prioritized issues with relevant screenshots, giving designers and engineers an actionable brief instead of another video to watch. Brain² supports turning Clips or uploaded videos into reusable Skills, while ClickUp Clips provide searchable transcripts. [ClickUp Help](https://help.clickup.com/hc/en-us/articles/44305274843543-Use-Brain-for-browser-automation) [ClickUp Clips](https://help.clickup.com/hc/en-us/articles/6311242882967-Clip-screen-recordings)

clickup-brain2multimodalvisionagentautomationcontext-engineering+6+5+4+3+2+1

TUTORIAL// 4h ago

HeyGen Keeps AI Characters Consistent Across Scenes

HeyGen recommends using avatars for yourself and uploading a character sheet for fictional personas like Alan to preserve identity across generated scenes. Its Creative Studio uses reference images to anchor character appearance across shots.

heygenvideo-genmultimodalvisionttshosted-service+6+5+4+3+2+1

TUTORIAL// 5h ago

Digital Product Engine Automates Content Distribution

This project connects AI-powered product research with hooks, scripts, reusable video templates, automated publishing, and analytics. Its documentation focuses on the workflow, observed results, and lessons from building an end-to-end distribution system.

automated-distribution-engineautomationsearchprompt-engineeringvideo-gentool-use+6+5+4+3+2+1

LAUNCH// 6h ago

Google’s Gemini Glasses Open US, Korea Preorders

Google and Samsung’s Android XR Intelligent Eyewear is now available for preorder in the US and South Korea, with an official launch expected in December. The display-free glasses pair cameras, microphones, speakers, and Gemini for navigation, translation, notifications, photo capture, and hands-free assistance. [Google](https://blog.google/products-and-platforms/platforms/android/android-xr-io-2026/) [Yonhap](https://en.yna.co.kr/view/AEN20261109005600320)

geminiandroid-xrintelligent-eyewearmultimodalvisionspeechcomputer-use+7+6+5+4+3+2+1

LAUNCH// 6h ago

Expo Simulators Give Agents Cloud iPhones.

Expo Simulators lets coding agents run mobile builds on cloud iOS Simulators, interact with them, and return screenshots, recordings, and activity logs for human review. It turns visual app validation into an agent-accessible workflow.

expo-simulatorscoding-agentai-codingtestingcloudautomation+6+5+4+3+2+1

OPEN SOURCE// 5h ago

MiniMax H3-Image pDMD LoRA Goes Two-Step

Akhaliq’s Apache-2.0 pDMD LoRA adapts MiniMax-H3-Image’s 33.1B transformer from six denoising steps to two, with merged and standalone ComfyUI weights. Reported 4096×4096 generation time drops from 25.1 to 17.4 seconds on an H200.

minimax-h3-imageimage-gendistillationinferenceopen-sourcelocal-first+6+5+4+3+2+1

UPDATE// 5h ago

Taan Scores Video Cuts With Original Music

Taan analyzes uploaded videos, matches music to their cuts and emotional shifts, then delivers an original score with downloadable MP3, WAV, and instrument stems. It also supports commercial rights, granular refinements, and MCP/API access.

taanaudio-genmultimodalmcpapidevtool+6+5+4+3+2+1

UPDATE// 5h ago

Interior AI Adds 3D Style Previews

Interior AI now lets users preview design styles inside a 3D scene before committing to a photorealistic render. The next planned step is turning 3D walkthroughs into cinematic videos with models such as Seedance.

interior-ai3d-genimage-genvideo-genmultimodaldevtool+6+5+4+3+2+1

BENCHMARK// 5h ago

Mastra’s Observational Memory Tops BEAM

Mastra’s open-source Observational Memory posts the top published BEAM scores at 100K tokens (83.3%) and 1M tokens (80.6%). It compresses long conversations into searchable observations while keeping agent context compact and prompt-cacheable.

observational-memoryagent-memorylong-contextbenchmarkcontext-engineeringagentopen-source+7+6+5+4+3+2+1

BENCHMARK// 5h ago

Claude Fable 5.2 Tops AA-Robotics

Claude Fable 5.2 leads Artificial Analysis’ AA-Robotics v0.1 benchmark with a score of 75, ahead of GPT-6 Astra at 69 and GPT-6.1 Sol at 65. It is the first model to score on measuring a box using camera video and tape markings as a scale.

claude-fable-5-2llmbenchmarkroboticsmultimodalvisiontool-use+7+6+5+4+3+2+1

UPDATE// 5h ago

Linear Adds BYOK To Cloud Coding Agent

Linear now lets teams connect OpenAI, Anthropic, or compatible gateway credentials to its cloud coding agent. Providers bill model usage directly, while Linear continues billing AI credits for the cloud sandbox.

linear-cloud-coding-agentcoding-agentai-codingagentcloudapipricing+7+6+5+4+3+2+1

OPEN SOURCE// 3h ago

ZigZag Cuts Embroidery Subscriptions With Rust, MCP

ZigZag is a free, open-source embroidery editor for Mac and Windows that converts SVG artwork into machine-ready stitches, exports formats including PES and DST, and connects to Brother Skitch machines over Bluetooth. Its built-in MCP server lets Claude Code or Codex create and edit designs alongside users.

zigzagmcpagenttool-usedevtoolopen-sourcelocal-first+7+6+5+4+3+2+1

INFRA// 5h ago

Mastra Custom Gateways Route Self-Hosted Models

Mastra’s custom gateway interface lets developers connect agents to private or self-hosted LLM endpoints while defining provider catalogs, authentication, routing, and model resolution in TypeScript. Custom pricing metadata also makes private inference costs visible in observability metrics.

mastraagentinferenceself-hostedopen-sourceframeworkllm+7+6+5+4+3+2+1

LAUNCH// 5h ago

Fish Agent launches no-code voice agents

Fish Audio’s new Fish Agent platform lets users describe voice agents in plain English, attach knowledge and API tools, choose a voice, and deploy to websites, apps, or inbound and outbound calls. The public beta includes Live 3 full-duplex speech, human handoff, call testing, and $5 trial credit.

fish-agentvoice-agentagentspeechno-codeautomationapihosted-service+8+7+6+5+4+3+2+1

INFRA// 3h ago

AWS Lambda Web Functions Fail Idle-Cost Test

Easel measured 313–411 seconds of post-request idle time during which Lambda Web Functions continued billing memory. The company says its own compute delivered faster warm responses and roughly 3.5× faster cold starts.

aws-lambda-web-functionsclouddevtoolapihosted-service+5+4+3+2+1

OPEN SOURCE// 5h ago

asciicn launches ASCII components for shadcn/ui

asciicn is an open-source React and shadcn/ui library for building themed interfaces, images, charts, animations, and terminal-style elements from character glyphs. Components install as editable source through the shadcn CLI, with a studio for customizing and exporting designs.

asciicnopen-sourcedevtoolcliframeworkagent+6+5+4+3+2+1

NEWS// 5h ago

Gemini 4 Hydrogen Surfaces in Cloud Quotas

Google’s unannounced Gemini 4 Hydrogen has reportedly appeared in Google Cloud quota systems, signaling preparation for a public rollout. The model is expected to be a faster, lower-cost Flash-tier option within the Gemini 4 family.

gemini-4-hydrogenllminferencecloudapi+5+4+3+2+1

UPDATE// 7h ago

Cloudflare Workers Rate Limiting Adds Weighted Requests

Cloudflare Workers’ Rate Limiting binding now accepts a `delta` value, allowing developers to charge expensive operations more units than cheap requests against the same allowance. This enables cost-aware throttling for APIs, database searches, and AI workloads.

cloudflare-workersapiclouddevtoolsecurityautomation+6+5+4+3+2+1

INFRA// 7h ago

Concentrate unlocks model choice for healthcare teams

Concentrate is a managed AI gateway that gives healthcare teams one API for multiple models, with BAA-covered routes, zero data retention, PHI redaction, and centralized controls. Its HIPAA mode restricts traffic to approved providers and endpoints after a BAA is signed.

concentrateapiinferencesecurityguardrailshosted-service+6+5+4+3+2+1

LAUNCH// 6h ago

Krea Agent Turns Creative Briefs Into Work

Krea is testing creative agents that take on complete projects, use its image and video models, and adapt to a team’s preferences during collaboration. The beta positions Krea as a production partner rather than just a generation interface.

krea-agentagentagent-memoryimage-genvideo-genmultimodalautomation+7+6+5+4+3+2+1

FUNDING// 6h ago

Mercor raises $750M, expands enterprise evals

Mercor announced a $750 million Series D at a $20 billion valuation to bring its frontier-lab evaluation and post-training infrastructure to enterprises. Its platform uses 5M+ experts to build custom tests around real company workflows, production traffic, and agent costs. [Announcement](https://www.mercor.com/blog/series-d/)

mercorevaluationbenchmarkagentdata-toolsfunding+6+5+4+3+2+1

UPDATE// 6h ago

Executor Adds Activity Tab for Agent Calls

Executor adds an Activity tab that shows which tools agents call, which ones fail, and how long each call takes. The feature strengthens Executor’s role as an observability layer for MCP-based agent infrastructure.

executormcpagenttool-useobservabilitydevtool+6+5+4+3+2+1

TUTORIAL// 6h ago

Claude Code Rethinks Best Practices for Autonomous Sessions

Lydia Hallie’s AI Engineer talk updates Claude Code workflows for newer models: let auto mode handle routine actions, keep sensitive operations behind deny rules or sandboxes, and use tests or verification to define “done.” This shifts developers from approving every command to supervising sessions, constraints, and outcomes.

claude-codeai-codingcoding-agentagentclicontext-engineeringsafetytesting+8+7+6+5+4+3+2+1

INFRA// 6h ago

box by Simular Gives Agents Shared Desktops

box by Simular gives Claude, Codex, Cursor, and other agents access to one persistent cloud Linux desktop through MCP. Shared files, browser sessions, apps, and logins let agents hand work across tools without rebuilding context.

box-by-simularagentcomputer-usemcpcloudcoding-agenttool-use+7+6+5+4+3+2+1

LAUNCH// 7h ago

Zeromatter emerges with physical AI simulation platform

Zeromatter is emerging from stealth with a physics-based simulation platform for building, testing, and training autonomous systems across cars, drones, aircraft, and robots. Its stack combines sensor simulation, procedurally generated environments, multi-agent co-simulation, and scalable execution infrastructure.

zeromatterroboticstraining-infrasynthetic-datamultimodalcloud+6+5+4+3+2+1

VIDEO// 8h ago

Dynatrace MCP Connects Agents to Production Telemetry

Dynatrace MCP Server gives AI coding assistants live access to observability data, including metrics, logs, traces, SQL, and service performance. It helps agents connect production symptoms to precise code locations and practical fixes.

dynatrace-mcp-servermcpobservabilitycoding-agentai-codingtool-usedebugging+7+6+5+4+3+2+1

RESEARCH// 8h ago

Personalized Memory Rubrics turns QA into memory credit

This WSDM ’27 paper introduces PMR, a training framework that converts terminal QA feedback into per-step, per-user credit for agent memory updates. It combines universal and user-specific rubrics, reporting gains across four benchmarks without inference-time overhead. [ArXiv paper](https://arxiv.org/abs/2611.14017)

personalized-memory-rubricsagent-memoryagenttrainingevaluationresearch+6+5+4+3+2+1

RESEARCH// 8h ago

TreeAgent boosts structured-memory scores 3.61%

TreeAgent replaces flat token chunks with subtree-based segments, structural paths, and residual child-to-parent memory links. Across JSON, HTML, YAML, and JavaScript tasks spanning 8K to 1M tokens, it raises four memory agents’ average score from 39.49% to 43.10%. [ArXiv paper](https://arxiv.org/abs/2611.13946)

treeagentagent-memorylong-contextcontext-engineeringagentbenchmarkresearch+7+6+5+4+3+2+1

LAUNCH// 8h ago

Inspo MCP Gives Agents Design References

Inspo MCP is a free, open-source MCP server that lets coding agents search 2,320 captures across 832 production websites, including palettes, typography, spacing, design systems, and reusable components. It grounds interface generation in real visual references instead of generic model defaults. ([official MCP page](https://inspomcp.dev/mcp))

inspo-mcpmcpai-codingcoding-agentdesign-toolssearchdevtoolopen-source+8+7+6+5+4+3+2+1

OPEN SOURCE// 8h ago

Cook Makes Coding Agents Iterate For Hours

Cook is an MIT-licensed, open-source agent skill that turns visual coding into a persistent loop of defining references, building, rendering, comparing, critiquing, and fixing. It supports Claude Code and Codex while storing run state so projects can resume across context resets.

cookcoding-agentai-codingagentautomationopen-sourcedevtool+7+6+5+4+3+2+1

BENCHMARK// 8h ago

Gemini 4 Carbon Ties Hearing Bench Lead

Gemini 4 Carbon scores 44/100 on Hearing Bench, tying Gemini 4 Argon for the top exact-correctness score. Carbon records more near misses, however, suggesting stronger semantic proximity without a clean accuracy win.

gemini-4-carbonhearing-benchbenchmarkevaluationmultimodalvisionspeech+7+6+5+4+3+2+1

UPDATE// 8h ago

Motion 14.13 adds Auto Mass

Motion 14.13 preserves spring velocity throughout 2D layout animations and adds `mass: "auto"`, making larger elements feel heavier during transitions. The update builds on Motion’s transform-based layout animation system for React, Vue, and JavaScript.

motiondevtoolframeworkopen-source+4+3+2+1

UPDATE// 7h ago

Priors Adds Category-Based Strengths Charts

Priors adds an optional category view for its strengths radar chart, letting users compare models across capability areas instead of individual benchmarks. The benchmark-based chart remains the default.

priorsevaluationbenchmarkdevtoolresearch+5+4+3+2+1

NEWS// 7h ago

ElevenLabs expands partner program for enterprise agents

ElevenLabs is expanding its partner ecosystem with certifications, commercial incentives, co-selling, and technical support to help enterprises deploy voice agents. The program spans 550+ partners across 44 countries and 1,100 certified deployment engineers.

elevenlabs-partner-programvoice-agentagentapidevtoolcloud+6+5+4+3+2+1

TUTORIAL// 7h ago

HeyGen Video 1 Turns Scrolls Into Worlds

Designer Meng To uses HeyGen Video 1 to create a scroll-driven landing-page hero as one 30-second, 2K take moving from floor plan to model, house interior, and sky. The post includes the workflow, prompts, and a free template.

heygen-video-1video-genmultimodalprompt-engineeringdevtool+5+4+3+2+1

UPDATE// 8h ago

OpenBot Adds 207 App Connectors

OpenBot added 207 connectors to its Apps marketplace, spanning Miro, Dropbox, Zapier, Datadog, Intercom, Klaviyo, Granola, Webflow and more. The catalog gives its AI teammates access to the SaaS systems where teams keep documents, telemetry, customer conversations, marketing data and web content.

openbotagenttool-useautomationdevtoolopen-source+6+5+4+3+2+1

LAUNCH// 8h ago

Helsing Clarity Launches Sovereign Military Intelligence

Helsing unveiled Clarity, an AI-native platform that uses hundreds of specialized agents to fuse satellite, drone, signals, open-source, and written intelligence. It identifies threats, prepares engagement data, and keeps humans responsible for every targeting decision.

clarityagentmultimodalreasoninginferencesecurity+6+5+4+3+2+1

LAUNCH// 9h ago

ElevenLabs Marketplace Opens Enterprise Agent Hub

ElevenLabs opened a curated marketplace for industry-specific AI and voice applications built by partners including Salesforce, IBM, Twilio, NiCE, and Zendesk. Enterprises can browse solutions and connect with vendors now, with direct purchasing through ElevenLabs commitments planned for next year.

elevenlabs-marketplaceagentvoice-agentapicloudautomation+6+5+4+3+2+1

UPDATE// 9h ago

Interior AI Adds Video-to-3D Home Rendering

Interior AI now turns phone-shot home walkthroughs into editable 3D spaces, letting users restyle rooms and render photorealistic views. Pieter Levels also demoed a Claude-built landing page for the feature.

interior-aiimage-genvision3d-genmultimodal+5+4+3+2+1

VIDEO// 7h ago

AMD Zen 6 Deep Dive Reveals Core Tradeoffs

In a Chips and Cheese interview, AMD Zen architect Mike Clark explains Zen 6 and Zen 6c’s architectural evolution, including redistributed schedulers, denser cores, and expanded vector capacity for AI inference. The discussion presents Zen 6 as a broad data-center CPU strategy rather than a chip designed specifically for the recent agentic-AI wave.

amd-zen-6inferencellmcloudbenchmark+5+4+3+2+1

MODEL// 9h ago

Seedream 5.5 lands on fal with editable layers

ByteDance’s Seedream 5.5 image model is now available through fal, bringing multi-turn editing, in-image text changes, and editable layer separation to developer workflows.

seedream-5.5image-genmultimodalvisionapiinferencecloud+7+6+5+4+3+2+1

UPDATE// 9h ago

Interior AI Adds One-Click Photoreal Renders

Interior AI now lets users turn a 3D interior perspective into a photorealistic render with a single Render button, reportedly taking about 20 seconds. The update shortens the path from spatial design exploration to client-ready visualization.

interior-aiimage-gen3d-genvisionmultimodal+5+4+3+2+1

UPDATE// 9h ago

OpenCode ports CLI to native TUI

OpenCode now has a daily-driven 1:1 native terminal UI port built on OpenTUI bindings, while retaining the same TypeScript server backend. The update aims to improve responsiveness without sacrificing existing agent and provider compatibility.

opencodeai-codingcoding-agentcliopen-sourcedevtool+6+5+4+3+2+1

RESEARCH// 9h ago

Microsoft Exposes Lazarus Backdoor in AI Agents

Microsoft researchers showed that editing fewer than 10 dormant neurons can turn an otherwise normal AI agent into a sleeper backdoor without retraining. The Lazarus technique can pass routine evaluations before triggering malicious commands through the agent’s existing tool permissions. [Microsoft Research](https://www.microsoft.com/en-us/research/blog/lazare-veni-foras-reprogramming-dormant-neurons-to-backdoor-ai-agents/)

lazarusagentsecuritysafetyevaluationinterpretabilityresearch+7+6+5+4+3+2+1

BENCHMARK// 10h ago

Terminal-Bench 4.1 Hardens Agent Evaluations

Terminal-Bench 4.1 keeps its 66-task set intact while tightening verifiers against reward hacking and regrading saved 4.0 submissions. The updated benchmark is now available on Priors for comparing terminal-agent performance.

terminal-benchbenchmarkevaluationcoding-agentagentai-codingdevtool+7+6+5+4+3+2+1

UPDATE// 10h ago

ffmpeg-skill turns coding agents into video editors

ffmpeg-skill gives Claude Code, Cursor, Codex, and other MCP clients 42 local FFmpeg tools for cutting, silence removal, reframing, captions, loudness, and platform exports. It runs offline without cloud services or API keys.

ffmpeg-skillcoding-agentdevtoolautomationmcplocal-firstopen-source+7+6+5+4+3+2+1

TUTORIAL// 11h ago

Grok Bot Turns Routines Into Leverage

A ColdIQ walkthrough showcases a sales workflow built with 21 Grok Bots and 16 scheduled routines. The key lesson is that recurring automation, not bot count, enables unattended lead-generation work.

grok-botagentautomationtool-useweb-agentagent-memory+6+5+4+3+2+1

OPEN SOURCE// 11h ago

Tuya Cloud Devices Opens Muse to 3,000+ Devices

Tuya open-sourced an official Muse skill that lets developers query and control Tuya-connected devices through natural language. It uses Tuya’s cloud API, requiring one API key without firmware changes or local-network access.

tuya-cloud-devicesagenttool-useautomationopen-sourcecloud+6+5+4+3+2+1

UPDATE// 11h ago

ChatCut Brings Editable Video to Grok Bot

ChatCut now connects to Grok Bot through a hosted MCP integration, letting users create, edit, caption, and generate videos with natural-language instructions. Results remain editable on ChatCut’s multi-track timeline.

chatcutagentvideo-genmcptool-usedevtool+6+5+4+3+2+1

TUTORIAL// 12h ago

Grok Bot Hands Coding To Cursor Cloud Agents.

Grok Bot turns an app idea into a scoped brief, delegates implementation to a Cursor Cloud Agent, and returns a branch, pull request, preview, and test evidence. The workflow keeps merging, publishing, and final verification under human control.

grok-botcursoragentcoding-agentai-codingcloudautomationtool-use+8+7+6+5+4+3+2+1

TUTORIAL// 12h ago

Home Repo Simplifies Multi-Repo AI Agents

AI Hero’s Home Repo pattern centralizes agent skills, steering files, and documentation in one repository, with AGENTS.md pointing to working codebases. The tutorial offers a lightweight way to coordinate agents across repositories without building a dedicated orchestration layer.

home-repoagentcoding-agentai-codingcontext-engineeringdevtool+6+5+4+3+2+1

SECURITY// 12h ago

Microsoft FORGE Finds 59 Linux Bugs

Microsoft FORGE Lab’s AI-assisted MDASH system turned 26,502 raw Linux kernel findings into 59 upstream reports, 33 CVEs, eight confirmed root exploits, and 38 merged fixes.

mdashsecurityagentautomationopen-sourceresearch+6+5+4+3+2+1

INFRA// 13h ago

OSC 7501 Makes Terminal Agents Legible

Mitchell Hashimoto’s OSC 7501 gives terminal programs a native way to report idle, working, blocked, done, or error states, including permission, question, and authentication waits. Rex turns those signals into session indicators, tab status, and programmable events for monitoring coding agents across sessions. [Announcement](https://mitchellh.com/writing/program-status-osc7501) [Rex docs](https://www.superlogical.com/rex/docs/build/program-status)

osc-7501coding-agentagentdevtoolcliautomation+6+5+4+3+2+1

VIDEO// 13h ago

Codex Rebuilds Holiday Extras App in Two Weeks

Holiday Extras used Codex to rebuild its main app in two weeks instead of six months, increasing open-to-book conversion by 32.5%, cutting errors from 19% to 9%, and moving toward weekly releases.

codexai-codingcoding-agentagentcode-generationdevtoolautomation+7+6+5+4+3+2+1

LAUNCH// 14h ago

Podcast Maker turns prompts into podcasts

Podcast Maker is a Grok Bot that converts topics, X accounts, PDFs, notes, or routines into short audio episodes, MP4 videos, and designed PDF transcripts. Users can choose duration, tone, and sources, with citations included in the output.

podcast-makeragentaudio-gentool-usesearchautomation+6+5+4+3+2+1

NEWS// 14h ago

GPT-6.2 Rumors Swirl Around OpenAI Docs

A WorldofAI video examines apparent API-documentation references and rollout rumors surrounding GPT-6.2 variants, including Astra, Sol, Terra, and Luna. OpenAI’s public catalog currently lists GPT-6 Astra, GPT-6.1 Sol, GPT-6.1 Terra, and GPT-6 Luna—not GPT-6.2.

gpt-6.2llmapireasoningevaluationcloud+6+5+4+3+2+1

NEWS// 14h ago

Gemini 4 Krypton Leak Sparks Carbon Comparisons

Reports from testers and AI accounts claim Google is evaluating an unannounced Gemini 4 Krypton checkpoint that outperforms Gemini 4 Carbon on reasoning and hands-on coding tests. Google has not confirmed Krypton, published benchmarks, or listed an API endpoint.

gemini-4-kryptonllmreasoningevaluationbenchmarkmultimodal+6+5+4+3+2+1

NEWS// 14h ago

HiringNow turns job hunting into review queue

HiringNow is an AI job-search agent that monitors company career pages, scores roles against your profile, tailors resumes, and fills applications. Every submission stays in draft until you approve it.

hiringnowagentweb-agentautomationsearch+5+4+3+2+1

INFRA// 15h ago

boat claims $37.8M in annual savings

boat provides persistent Linux VMs for AI agents, with per-second billing starting at $0.036 per hour for a 4-vCPU machine. It estimates users could save up to $37.8M this year versus competitors charging as much as 22× more.

boatagentclouddevtoolai-codingpricing+6+5+4+3+2+1

LAUNCH// 15h ago

Clip Scout queues podcast clips overnight

Clip Scout is a Grok Bot by Jonathan Bach that monitors podcasts on X, finds moments worth clipping, and delivers timestamps with three ready-to-paste captions each morning. Users still select, clip, add their take, and publish through X’s native clipping workflow.

clip-scoutagentweb-agentsearchautomation+5+4+3+2+1

LAUNCH// 11h ago

YouArt Desktop App brings agents into video editing.

YouArt Desktop App brings AI agents into creative software, connecting local assets and team feedback while automating edits across tools like CapCut, Premiere, and DaVinci Resolve. Its standout feature is smart routing, which sends each generation to the cheapest connected provider.

youart-desktop-appagentcomputer-usevideo-gentool-useautomation+6+5+4+3+2+1

INFRA// 10h ago

Cloudways Velocity Reframes Node.js Hosting

Cloudways Velocity is managed Node.js hosting built around persistent servers, Git-based deployments, and flat monthly pricing. It targets developers and agencies that want production infrastructure without serverless cold starts or raw VPS maintenance.

cloudways-velocitycloudhosted-servicedevtoolci-cdautomation+6+5+4+3+2+1

LAUNCH// 11h ago

Command L Turns Website Edits Into PRs

Command L embeds Letter’s visual editor directly into a live website, letting users modify text and styling in place before dispatching the change to Claude Code, Codex, or Letterpress-1. Each edit becomes a reviewable pull request with a preview.

command-lai-codingcoding-agentcode-generationdevtoolmcp+6+5+4+3+2+1

LAUNCH// 11h ago

Sendr V4 Reimagines Signal-Based GTM

Sendr V4’s Campaign Copilot turns a plain-language goal into an editable outbound campaign spanning strategy, lead sourcing, messaging, and multichannel sequencing. Its Workspace Profile, Personas, Analytics, and Strategy tabs aim to unify GTM planning and execution in one workflow. [Sendr changelog](https://help.sendr.ai/changelog)

sendragentautomationno-codemultimodalhosted-service+6+5+4+3+2+1

OPEN SOURCE// 10h ago

Yogurt Launches Private AI Meeting Notes

Frigade’s Yogurt is a free, MIT-licensed desktop app that records calls without joining as a bot, then produces local transcripts, summaries, answers, and searchable meeting history. It runs on Mac, Windows, and Linux without an account or cloud backend.

yogurtopen-sourcelocal-firstspeechsttmcpsearch+7+6+5+4+3+2+1

LAUNCH// 11h ago

Nameshot Launches On-Device Screenshot Naming

Nameshot automatically renames Mac screenshots using Apple’s on-device intelligence, combining image understanding, OCR, and app context. It works offline, requires Apple silicon and macOS 27, and supports batch image renaming.

nameshotedge-aivisionocrlocal-firstautomation+6+5+4+3+2+1

LAUNCH// 10h ago

Didit MCP Brings Identity Checks to AI Agents

Didit MCP connects ChatGPT, Claude, Cursor, VS Code, Codex, and other MCP clients to Didit’s identity and fraud stack. Its 115 tools cover KYC, KYB, AML screening, transaction monitoring, and wallet screening with OAuth-scoped access and confirmation gates.

didit-mcpmcptool-useagentsecurityapidevtool+7+6+5+4+3+2+1

LAUNCH// 10h ago

Neura HQ launches conversational commerce agent

ZEPIC launched Neura HQ, an agentic storefront that helps consumer brands recommend products, check inventory, process offers, track orders, and handle support across web chat, SMS, and WhatsApp. Brands can configure it conversationally without code.

neura-hqagentchatbottool-useautomationno-code+6+5+4+3+2+1

OPEN SOURCE// 11h ago

Harness Memory Gives Agents Shared Long-Term Memory

HarnessRouter’s open-source memory layer gives agents persistent memory across sessions and harnesses, including Claude Code, Codex, and Hermes. Developers can choose Mem0, Graphiti, Hindsight, ReMe, or bring their own provider, with fine-grained access controls and a hosted Cloud option planned.

harness-memoryagent-memoryagentcontext-engineeringopen-sourceself-hosteddevtool+7+6+5+4+3+2+1

OPEN SOURCE// 10h ago

CanyonOS Launches Workflow-Aware Agent Scaling

CanyonOS is an AGPL-3.0 open-source platform for deploying, scaling, observing, and governing multi-agent applications written in plain Python. It automatically scales bottleneck agents and captures per-workflow costs, latency, queue time, and traces without requiring instrumentation code. [CanyonOS](https://canyonos.ai/)

canyonosopen-sourceagentobservabilitymlopsdevtoolself-hostedautomation+8+7+6+5+4+3+2+1

LAUNCH// 10h ago

Insight7 Voice AI Agents Automate Customer Calls

Insight7 Voice AI Agents let teams describe outbound campaigns in one sentence, test calls before deployment, schedule or trigger outreach, and review outcomes in a unified report. The platform supports CRM context, routine workflow execution, multilingual conversations, and human handoffs. [Insight7 announcement](https://insight7.io/insight7-voice-ai-reach-your-customers-before-they-have-to-reach-you/)

insight7-voice-ai-agentsvoice-agentagentspeechautomation+5+4+3+2+1

LAUNCH// 10h ago

WizardNote Brings Private Voice Notes Offline

WizardNote turns voice recordings into on-device Whisper transcripts, markdown notes, summaries, and tasks without requiring an account or mandatory subscription. It supports privacy filtering before AI processing and can save notes directly to Obsidian or other folders.

wizardnotesttspeechedge-ailocal-firstautomation+6+5+4+3+2+1

OPEN SOURCE// 15h ago

Comp AI CRM Makes Agents Own Pipeline

Comp AI CRM is an MIT-licensed, self-hosted CRM built around durable AI agents that research contacts, enrich records from observed evidence, and schedule follow-ups. It connects inbox-driven workflows with agent-generated automations and auditable CRM updates.

comp-ai-crmagenttool-useautomationself-hostedopen-sourcedevtool+7+6+5+4+3+2+1

NEWS// 17h ago

OpenAI Spotlights Builders With Codex Originals

OpenAI’s Codex Originals campaign showcases builders using Codex to tackle ambitious engineering, research, and creative projects. The latest spotlight features HashiCorp co-founder Mitchell Hashimoto, whose billboard appearance signals Codex’s push beyond conventional developer marketing.

codex-originalsai-codingcoding-agentcode-generationdevtool+5+4+3+2+1

NEWS// 17h ago

T3 Code Surpasses 1,000 Contributors

T3 Code has crossed 1,000 contributors, marking a major community milestone for its MIT-licensed control surface for Claude Code, Codex, Cursor, and other coding agents across desktop, web, and mobile. Its repository has also surpassed 57,000 stars and 10,000 forks.

t3-codeopen-sourceai-codingcoding-agentdevtoolmcp+6+5+4+3+2+1

UPDATE// 16h ago

X Chat Adds Prompted Video Editing

X Chat now appears able to accept videos and apply natural-language edits through Grok inside a conversation. The capability builds on xAI’s prompt-driven video-editing stack for modifying uploaded clips.

x-chatchatbotmultimodalvideo-gentool-use+5+4+3+2+1

MODEL// 16h ago

BytePlus Seedance 2.5 Flash Cuts Costs

BytePlus says Seedance 2.5 Flash delivers near-flagship quality at nearly twice the generation speed. For 720p text-to-video and image-to-video, pricing is listed at $0.152 per second—about 34% below the referenced baseline.

seedance-2-5-flashvideo-genmultimodalinferenceapipricing+6+5+4+3+2+1

MODEL// 17h ago

MiniMax H3-Image Launches Open 4K Generation

MiniMax released H3-Image, an open-weight image model for text-to-image generation, reference-based creation, and editing. It supports up to 16 reference images, native 16MP output in under 10 seconds, API access, and a launch-week 50% discount for 4K generations. [MiniMax announcement](https://www.minimax.io/blog/minimax-h3-image)

minimax-h3-imageimage-genmultimodalvisionopen-weightshosted-servicepricing+7+6+5+4+3+2+1

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AI Law Prompt Makes State Rules Concrete

Gemini 4 Hydrogen Lands in Devin, Scores 38.2%

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bricksentry Catches Silent Databricks Data Changes

Rust 1.100 Stabilizes Never Type, Allocators

Microsoft 365 Outage Hits Exchange, Copilot

Anthropic reframes model pricing ladder

Tencent Agent Fleet Probes Amap

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Hermes Agent Hackathon Draws Nearly 1,000

RedstoneBench exposes Grok’s redstone weakness

ClickUp Turns Feedback Clips Into Action Items

HeyGen Keeps AI Characters Consistent Across Scenes

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