Agent news
NEWS
Coverage of AI agent launches, model releases, pricing, and security, with links to related software and agent profiles.
Inside DeepSeek’s dsh-superagent: Coding Work That Outlives the Chat
DeepSeek’s research prototype turns GitHub conversations into persistent coding work. Its strongest ideas concern authorization, recovery and supervision, not a new model.
Gemini 4 Carbon Takes the Intelligence Lead, With Cyber Defenders First in Line
Google's new frontier model tops Artificial Analysis's revised index and improves sharply on Argon in coding and cybersecurity. It still trails important rivals on individual tasks, and broader access is not open yet.
GPT-6.1 Terra Nears Sol on Terminal-Bench 4.0 at Half the Token Price
Independent tests put OpenAI's new model close to GPT-6.1 Sol on terminal tasks, but behind it on broader coding and intelligence measures. Standard API rates start at $1 input and $5 output per million tokens.
Cursor's Agents Can Now Drive Any App on Your Computer, Not Just the Browser
Cursor says its agents can click and type across desktop apps, including the iOS Simulator, and will use the ability on their own when a task needs it. Release notes and desktop setup docs are not out yet.
EmbeddingGemma 2 brings multimodal search to local AI agents
Google's 740M-parameter embedding model puts code, images, audio and video in one search space. The useful question is what developers can retrieve locally, and what they can afford to keep in the index.
Claude Sonnet 5.5 keeps its predecessor’s API price, but promises cheaper finished work
Anthropic’s new Sonnet ships at $2 per million input tokens and $10 per million output tokens. The claimed savings come from using fewer tokens per task, not a lower token tariff.
MiniMax M3.1-Flash-Preview arrives in Code and Token Plan, not general pay-as-you-go
The new model ID adds adjustable reasoning effort to a 1M-context, multimodal coding model. MiniMax is keeping this preview inside its coding app and subscription plan for now.
SpaceXAI Launches Grok 4.6 With a Focus on Long-Running Agents
SpaceXAI has released Grok 4.6, a model aimed at long-running agents, coding, knowledge work, and interactive projects. It is available in Cursor, Grok Build, the SpaceXAI API, and selected model gateways at the same base token price as Grok 4.5.
Grok Build 1.0 Is xAI’s Bid to Make Terminal Coding Agents Usable Every Day
Grok Build 1.0.0 arrived on August 7, 2026. Its headline is not a new model or benchmark score, but the less glamorous work of making an agent that edits code, runs commands, and keeps working easier to control and recover.
GPT-5.6 after day one: the benchmarks, the caveats, and the real work
OpenAI’s Sol, Terra, and Luna family is now live. Here is what the official scorecards actually say, where independent and early practitioner evidence agrees or pushes back, and which use cases look ready for production testing.
Grok 4.5 gets a Thursday public launch, but the benchmark story is still missing
Elon Musk says xAI will make Grok 4.5 public Thursday after SpaceX and Tesla beta feedback. The model is framed as Opus-class and lower cost, but xAI has not yet published pricing, benchmarks, API details, or a model card.
Loop Engineering: The Complete Guide to Building Self-Improving AI Agents
Stop prompting your coding agents one shot at a time. Here is how to design loops that prompt them for you—and when the extra complexity is worth it.
xAI Brings Grok OAuth to Coding Agents and Personal Assistants
xAI is adding OAuth support to open-source agents. Your X Premium or SuperGrok subscription now works inside Hermes, OpenClaw, and OpenCode with a single login.