Tech news, October 13, 2026
Tuesday: 653 pieces the paper read from primary sources, by section, newest first. Each links to its source; the line under it is the source's own opening.
The morning briefing
As the paper printed it on /brief/ at 14:47 UTC, in the sources' own words.
- LeadAgents - New persistent browser tool in the Agents SDK, with tabs and logins that last between turns
The Cloudflare Agents SDK now provides a browserTool that gives your agent a Browser Run browser it can return to on later turns.
- NewsBuild AI-powered apps without creating a vector database
Developers building AI applications face a familiar challenge: how do you ground AI experiences in enterprise content while maintaining security, compliance, and governance?
- NewsNVIDIA Run:ai Is Now Open Source as Part of NVIDIA DSX AI Factory Platform
Today, NVIDIA is making the full NVIDIA Run:ai platform available as open source software, giving customers, developers, and ecosystem partners access to...
- OutageSMS Delivery Delays and Failures from Twilio to VIVACOM Bulgaria
Twilio customers may be experiencing SMS delivery delays and failures from Twilio to VIVACOM network subscribers in Bulgaria.
- SecurityQuantum-resistant signing on AWS, Part 1: Build a software supply chain with ML-DSA
Software supply chain attacks have grown in both frequency and sophistication.
- AI in the Field · Other fieldsFinding the perfect moment: How Formula 1® uses AWS AI to search archives in seconds
F1 worked with AWS to migrate petabytes of footage from ageing tape robots, in multiple formats and proxy files, into Amazon Simple Storage Service (Amazon S3) alongside the live…
News
145 pieces, the newest 20 here.
- Versioned metrics: Shipping the first Release Candidate metrics in hostmetrics
OpenTelemetry Collector Contrib v0.160.0 adds the ability to emit release candidate (RC) process semantic conventions metrics to the hostmetrics receiver’s process scraper, the la…
- GitHub App improvements for least privilege and management
We’re releasing several GitHub Apps improvements today that help developers move off of classic PATs, improve GitHub App management, and request fewer sensitive permissions.
- A Day in the Life: Inside an APJ Renewals Director Role at EDB
In our “A Day in the Life” series, Tim Burdon, APJ Renewals Director, explains the rhythm of his work week, his single source of truth for renewals, and how he maintains his work…
- Augmetec helps investigators find critical evidence faster with LanceDB Enterprise
LEIAA, Augmetec's investigation platform, combines semantic search, precise filtering, and document-level ranking to help investigation teams work more efficiently, preserve conte…
- Updated Apple Developer Program License Agreement now available
The Apple Developer Program License Agreement has been revised to support new features and updated policies, and to provide clarification.
- Scope workloads and share resilience policies with AWS Resilience Hub
The next generation of AWS Resilience Hub adds three capabilities to keep workload scope and resilience requirements aligned with your running environment: Amazon EKS label suppor…
- Honeycomb Is Hiring a New VP of Engineering
Honeycomb is hiring a new VP of Engineering as Emily Nakashima moves into an operational role after nine years leading engineering.
- An update on the launch of skills in the Gemini app and Workspace
As previously announced, skills in the Gemini app are starting to roll out today, with an expected completion by mid-November.
- October Patches for Azure DevOps Server
We are releasing new patches for our self‑hosted product, Azure DevOps Server.
- Resolving concurrent write conflicts for Apache Iceberg tables in Amazon Redshift
Amazon Redshift now automatically resolves many concurrent writes to Apache Iceberg tables that don't actually overlap, committing changes that previously failed and had to retry.
- What We Heard at AGNTCon Europe
The night before AGNTCon + MCPCon Europe, we hosted the Agentic AI Foundation community at the JetBrains office in Amsterdam.
- Bagisto MariaDB Vector Semantic Search
I’m always interested to see how MariaDB Vector is being used in real applications, beyond the usual demos and simple similarity-search examples.
- Open Models have crossed a threshold
Open models like GLM-5 and MiniMax M2.7 now match closed frontier models on core agent tasks — file operations, tool use, and instruction following — at a fraction of the cost and…
- MCP in LangChain: Stateless Protocol, Elicitation, and More!
MCP support now lives in langchain.mcp, built on FastMCP for the 2026-07-28 spec, with elicitation handled as a LangGraph interrupt and tool lists cached.
- Open SWE: An Open-Source Framework for Internal Coding Agents
Built on Deep Agents and LangGraph, Open SWE provides the core architectural components for internal coding agents.
- Deep Agents Deploy: an open alternative to Claude Managed Agents
Today we’re launching Deep Agents deploy in beta.
- Developing Gemini 4 Argon responsibly and safely
- Announcing .NET 11 Release Candidate 2
.NET 11 Release Candidate 2 is available with improvements across libraries, runtime, SDK, MSBuild, NuGet, F#, ASP.NET Core,.NET MAUI, and Windows Forms.
- Switch from live stream viewer to contributor in Google Meet on Android
You can now switch from watching a Google Meet live stream to participating with audio and video directly on Android.
- A practical guide to real-time analytics in 2026
Data has always been central to business decision-making, and most analytical workloads...
New Models
17 pieces, the newest 10 here.
- New model: Pareto Latest
This model always redirects to the latest model in the Pareto family.
- New model: Pareto 26.9
Pareto is a multimodal composite model built for research, coding, and agentic workflows, while delivering frontier-level performance across a broad range of general-purpose tasks.
- New model: HeyGen: HeyGen Voice
HeyGen Voice is a text-to-speech model from HeyGen.
- New model: HeyGen: HeyGen Voice Turbo
HeyGen Voice Turbo is a lower-latency version of HeyGen Voice, HeyGen's text-to-speech model.
- Open model: nvidia/GR00T-N1.7-AppleToPlate-cosine40k-checkpoint-15000
New open weights from NVIDIA on the Hugging Face Hub.
- Open model: nvidia/ARDY-SOMA-RP-30FPS-KimodoRep-Horizon60
New open weights from NVIDIA on the Hugging Face Hub.
- Open model: nvidia/Kimodo-SOMA-RP-ArdyRep-v1.2
New open weights from NVIDIA on the Hugging Face Hub.
- Open model: nvidia/Kimodo-SOMA-RP-v1.2
New open weights from NVIDIA on the Hugging Face Hub.
- New model: LiquidAI: LFM2.5-24B-A2B
LFM2.5-24B-A2B is a mixture-of-experts reasoning model from Liquid AI with 24B total and 2.45B active parameters.
- New model: Fish Audio: Drama 3
Drama 3 is a text-to-speech model from Fish Audio built for directed voice performances.
Security Desk
76 pieces, the newest 10 here.
- Microsoft Patches More Than 1,400 Security Flaws
Microsoft today issued updates to fix more than 1,400 security vulnerabilities in its Windows operating systems and other software.
- The Noise Inside the Network: How an Unsophisticated Attack Exposed a Third-Party Risk
Unit 42 dissects a cyberattack targeting a European bank's IT infrastructure, delivering concrete defense strategies to help organizations detect and counter comparable threats.
- Patch Tuesday - October 2026
Microsoft is publishing 1,413 own-product vulnerabilities on October 2026 Patch Tuesday, including 1,102 vulnerabilities in Windows.
- Cisco UCS and UCS-Based Appliances UEFI Shell Secure Boot Bypass Vulnerability
A vulnerability in the Unified Extensible Firmware Interface (UEFI) Shell implementation of Cisco UCS Servers and UCS-based appliances could allow an authenticated attacker with v…
- Fake WatchGuard VPN Site Steals Credentials
A fake WatchGuard VPN download site steals SSL VPN credentials, then serves the real signed client.
- Part 2 – Cybersecurity journeys: What even is this job?
If you’ve ever looked at a list of cybersecurity jobs and felt like none of them fit you, you might just be looking at a short list.
- Introducing Privateer: AI-Assisted Security & Compliance Evaluation Framework Joins the OpenSSF Sandbox
Discover Privateer, a new plugin-based, AI-assisted security and compliance evaluation framework that has officially joined the OpenSSF Sandbox under the ORBIT Working Group.
- Microsoft Patch Tuesday for October 2026 — Snort rules and prominent vulnerabilities
Microsoft has released its monthly security update for October 2026, which includes 1415 vulnerabilities affecting a range of products, including 85 that Microsoft marked as "crit…
- Fortinet security advisory (AV26-1037)
- Esri security advisory (AV26-1036)
Technical Guides
42 pieces, the newest 10 here.
- How to Rewrite Apache Spark UDFs for GPU Acceleration with AI Agents
Enterprise applications have become increasingly demanding.
- Building agents that transact with Anchor Browser and AgentCore payments
Learn how the AWS Generative AI Innovation Center Partner Agent Factory and Anchor Browser built AI agents that autonomously pay for x402-protected web resources and APIs.
- How Orange Business Built Live Intelligence with LangChain and LangSmith
Learn how Orange Business used LangChain and LangSmith to build Live Intelligence, a governed AI platform for agents, evals, observability, and production scale.
- How We Made Our Docs Test Themselves
Stale code samples are a docs problem nobody prioritizes.
- Improving Deep Agents with harness engineering
Harness engineering improved LangChain's coding agent from Top 30 to Top 5 on Terminal Bench using self-verification, tracing, and context optimization.
- Context Management for Deep Agents
Learn how Deep Agents SDK manages context for long-running AI tasks through offloading, summarization, and filesystem abstraction to prevent context rot.
- Manage private pricing offers for Amazon Bedrock with managed entitlements
Managing AI model access across dozens or hundreds of AWS accounts creates friction when each account must accept AWS Marketplace Private Pricing Offers individually.
- CASTLE: training natural language search before the first real query
How we addressed the cold-start problem for Airbnb’s natural language search by jointly generating synthetic training data — queries and relevance labels — from de-identified book…
- AI-powered anomaly detection for AWS Systems Manager Session Manager logs using Amazon Bedrock
When an operations engineer or developer starts an AWS Systems Manager Session Manager session on a managed node, every command they run is captured as a transcript.
- Under the hood, off the hot path: How D1 scales to millions of databases
A deep dive into how D1 architected its control plane to scale and manage millions of databases, while keeping data plane query operations at the edge.
AI in the Field
11 pieces, the newest 6 here.
- How artificial neural networks build their own learning machinery
Machine-learning networks can learn without detailed instructions from a designer.
- MIT Lincoln Laboratory hosts National Security Commission on Emerging Biotechnology
Roadshow event highlights Massachusetts' defense-biotechnology ecosystem.
- Philip R. Lane: The AI opportunity for Europe
- Q&A: Building accountability behind our words — and AI’s — in civic conversations
Professor Deb Roy contends there should be someone who is “answerable” for every piece of text in public life, no matter its origins.
- Project-Level Predecisional Administrative Review Process
The U.S.
- Regulation Crypto Asset Transactions and Regulation Crypto Asset Markets
The Commodity Futures Trading Commission ("Commission" or "CFTC") is issuing an advanced notice of proposed rulemaking regarding section 2(c)(2)(D) of the Commodity Exchange Act (…
Columns
10 pieces, the newest 6 here.
- Dyna-2: General Purpose Physical Agents with Hour-Long Autonomy — Jason Ma, Dyna Robotics
Our first robotics pod with Dyna’s Chief Scientist on their big bet on World Action Models & the Next Frontier of Physical AI
- Building resilient AI-powered software, and planning for when things go wrong
How to handle uncertainty with AI vendors and disaster recovery (DR) approaches to consider.
- The Craft of Practitioner Voice
A couple of months ago Jim Highsmith explained how practitioners writing for each other forms a distinct style of writing.
- Arguments About AI Consciousness Remain Highly Motivated and At Best Overconfident
It has been roughly a year since my last dedicated post on this question.
- C++ futures part 2: The mental model for std::promise, std::packaged_task
Building things out of the state.
- Are Harnesses Worth the Cost?
Naresh Jain compares coding agents building the same API service with and without a behavioral harness.
Research
156 pieces, the newest 10 here.
- ChunkAct: Action Chunking for Agentic Robotics
Agentic robotics places a large language model (LLM) agent in the robot control loop, where it composes perception, motion, and vision-language-action (VLA) tools under the guidan…
- LoopWAM: Closed-Loop Generalist Policy Improvement from Deployment Rollouts
Scaling expert demonstrations alone does not enable generalist robot policies to improve from deployment.
- EgoExplorer: A Vision-Motion-Touch Observatory for Human Loco-Manipulation In Situ
Learning humanoid loco-manipulation from human demonstrations rests on observing how locomotion, posture, and object interaction evolve together as tasks unfold.
- Cepheid: Decoupling Scale from Structure for Cross-Family Motion Completion
Sparse-to-dense motion completion recovers dense mesh motion from sparse vertex displacements.
- Dog-Breed Text-to-image Flow Matching from Pretraining to Fine-Tuning on 4 Consumer GPUs
We generally perceive that training text-to-image diffusion models requires heavy compute: it is true if we aim at a comprehensive frontier model.
- What Matters in Quality-Aware VLA Pretraining: A Benchmark and Empirical Study
How should demonstration quality be used during vision-language-action (VLA) pretraining to improve performance after target-task fine-tuning?
- Tev: Scaling Long-Horizon Agentic Environments with Dense Progress Rewards
Long-horizon agents have drawn growing attention for their ability to work autonomously -- from hours to days -- on economically valuable tasks, a capability essential to automate…
- PLAYGROUND: Progressive Layout Generation with Render-Grounded Planning
Generating editable graphic designs requires arranging visual and textual elements into a coherent composition while preserving their content and editability.
- Data Free Training of Diffusion Models for Lattice Field Theories
Sampling equilibrium field configurations remains a major computational bottleneck in lattice field theory, motivating the development of generative samplers that can produce inde…
- DoubtLess: Training-Free Contrastive Decoding for Efficient Reasoning
Reasoning models achieve strong performance through long chains of thought (CoT), but often spend more tokens than needed to solve a problem.
Releases
67 pieces, the newest 12 here.
- containerd 2.3.7
- containerd 2.2.10
- Large Performance Gains + More Browser Use
- VS Code 1.141.1: Merged PR 779, Fix MCP sandbox permission approval isolation (MSRC 13…
- ComfyUI 0.40.0: [Server.py] Update CSP to allow blob, and data: by @S0yKaf in #15565
- langgraph-cli==0.4.34
- Release v0.64.0
- Vitest 5.0.4: experimental:
- Envoy 1.40.0: Summary of changes
- b11592
- Turborepo v2.11.8
- electron v42.11.13
New Repos & Packages
41 pieces, the newest 8 here.
Watch
26 pieces, the newest 6 here.
- Visiting Taiwan w/ Jensen Huang | Lex Fridman
- CoreWeave Fully Connected 2026: Everything Announced in 10 Minutes
- Everything you missed from Supabase Select 2026
- In the loop , not in the dark: Staying in controlling the era dark software factories By Alex Gavr
- We created our own AI orchestrator and it became so much more! by Ricky van Rijn
- Is AI killing XP practices? Or are we letting it? By Nacho Cougil
Package releases
62 from the most used packages' own repositories, the newest 15 here.
- pydantic-ai-slim v2.56.0 · every release →
- playwright v1.64.0 · every release →
- openfeature-provider-posthog-v0.1.103 · every release →
- ty 0.0.87 · every release →
- checkov 3.3.29 · every release →
- @azure/msal-common msal-node-v7.1.0 · every release →
- pyo3-build-config v0.30.0 · every release →
- wasmparser v1.262.0 · every release →
- tokio-1.53.3 · every release →
- zerocopy v0.8.63 · every release →
- zip v9.0.3 · every release →
- markdown 3.11.1 · every release →
- brianium/paratest v7.27.0 · every release →
- @aws-sdk/types v3.1151.0 · every release →
- watchpack v2.6.0 · every release →