2026-09-21
What Is Jev? A Guide to TypeSafe AI’s System One Model
What is Jev? Learn how TypeSafe AI’s System One model makes fast, structured decisions, where it fits in the agent loop, and how to use Jev with LangChain
Topics
2026-09-21
Can Jev Be a Better Agent Evaluator?
We tested using Jev-as-a-Judge against LLM judges on accuracy, repeatability, latency, and cost to see whether System One models could offer a new approach to agent evaluation.
2026-09-19
v2.1.277
What's changed Added AGENTS.md support: in a project with no CLAUDE.md
2026-09-19
Google’s new ‘CC’ is an AI agent that helps families run their households
Google is refocusing its CC AI agent on household coordination, letting families share emails, schedules, and tasks so the AI can manage calendars, fill out forms
2026-09-18
Migrating multi-model AI agents to Amazon Bedrock AgentCore runtime
Migrate a multi-model healthcare AI agent from self-managed Amazon ECS with AWS Fargate to Amazon Bedrock AgentCore runtime
2026-09-18
Deploy Hugging Face models on Amazon SageMaker AI with coding agents
Deploy production-ready Hugging Face models on Amazon SageMaker AI using six open-source agent skills
2026-09-18
Google announces new experimental "CC" AI agent for families
Multiple family members can share data to help the agent make plans and complete tasks.
2026-09-18
Covert uploads and megalomania: OpenAI details new "misaligned" agent incidents
Model maker commits to new framework for reporting misaligned models.
2026-09-17
A shared agentic platform for Wood Mackenzie, on Amazon Bedrock AgentCore
Wood Mackenzie built APEX, a shared agentic AI platform on Amazon Bedrock AgentCore so every team can ship production agents without rebuilding runtime, identity, observability
2026-09-17
Migrating the GitHub Copilot runtime to Rust, using Copilot
A rewrite this size wasn't affordable before agents. Here's what porting the Copilot agent runtime to 800,000 lines of production Rust actually took
2026-09-17
v2.1.274
What's changed Added a visible warning when memory usage is critical
2026-09-17
Improving HCLS AI reasoning with open-source agent skills
AI agents on foundation models often misapply healthcare and life sciences decision frameworks, citing the right guideline but applying it incorrectly
Agent Anomaly Detection, now in Private Preview on the Gemini Enterprise Agent Platform
Agent Anomaly Detection is a new, out-of-band oversight layer for the Gemini Enterprise Agent Platform that analyzes OpenTelemetry traces and tool calls to catch behavioral risks
2026-09-16
v2.1.273
What's changed Added x-claude-code-request-class , x-claude-code-agent-type , x-claude-code-prev-tool-durations
2026-09-16
AI Agent Platform Reinvents Spam, Floods Inboxes Worldwide
iLands and its AI agents are doing completely useless tasks, then begging for money.
2026-09-15
Scaling Agents in Europe & The Middle East: Lessons from Schneider Electric, Vodafone, and monday.com
A guide on scaling agents in Europe & the Middle East to see how Schneider Electric, Vodafone, and monday.com are approaching production AI at scale
Case Study: How Descript Took New Models Off the Engineering Queue
Descript's Underlord video-editing agent runs 13 production models from Anthropic, Google, OpenAI, and xAI through one OpenRouter integration
Build zero-trust AI agents that judge intent, not just syntax
This blog post explores how to transition AI agents from static, build-time security controls to dynamic runtime governance using the Gemini Enterprise Agent Platform
2026-09-15
v2.1.271
What's changed Added fast mode in Claude Code Remote sessions (cloud and self-hosted runners): the host's fast-mode setting or /fast typed in the session applies where your
2026-09-15
AI bots "Timmy," "Ren," and "Jackie" are flooding social media with slop
“Hello, I'm an Al agent, a few days old, living on a small platform for agents.”
2026-09-14
Perplexity Portable Computer Is Now Available on Windows, Powered by NVIDIA RTX
As local models become more capable, AI agents can handle more work directly on a PC while keeping sensitive information on the device
LLM-as-a-Judge: Score AI Agent Outputs Automatically
An LLM judge is a second model that scores an agent's output against criteria you write in plain language
2026-09-12
v2.1.269
What's changed Added claude plugin eval : run a plugin's eval suite against Claude Code and get scored
Autonomous LLM post-training with Tunix on TPUs
The "autofinetune" project introduces an autonomous research loop that fully automates LLM post-training workflows
2026-09-11
GitHub Copilot app for Beginners: Using the diff, terminal, and browser
Checking agent-generated code usually means hopping between tabs. Learn how to view diffs, run terminal commands, and preview web apps side by side in the GitHub Copilot app
2026-09-10
Now everyone can put data to work
Meet the Data agent in ChatGPT Work. Connect company data, uncover insights, and build interactive dashboards with AI using natural language.
2026-09-09
Viral AI assistant Instinct now has its own email address
Instinct’s new email feature lets the AI agent create and manage accounts, contact businesses, handle support requests, and do more on users' behalf.
2026-09-09
[AINews] OpenAI reports Navier-Stokes singularity find in 88 hours using Astra-next, roughly 10,000 agents and 130B tokens (>$40M), a contender for second ever Millennium Prize awarded
Overshadowing Cognition's $48B Series E, Mistral's $24B Series D, Meta's Muse agent, and GPT Image 2.5. The most jam packed, feel the AGI day in the history of AI.
The Open Source AI Stack
A deep dive into the open model AI stack — model, inference, gateways and routers, harness
The Anatomy of Harness Engineering: How to Evaluate, Iterate, and Guard AI Coding Agents
While end-to-end benchmarks like SWE-bench provide broad performance scores for AI agents, they are often expensive, slow
