🔥 Top Story
The AI model that just scored 65% on DeepSWE isn’t the one Google promised.
Google has a new Gemini model, and no, it is not Gemini 3.5 Pro.
🔗 Read more · The New Stack
Kubernetes & Cloud Native
Lightweight Dragonfly Deployment: P2P Distribution Without the Database Stack
CNCF
Dragonfly speeds up file and container image distribution using peer-to-peer (P2P) technology, but a standard installation deploys several components and dependencies. Beyond the Scheduler, Seed Client, and Client that move data, a traditional setup requires a.
LLMOps and platform engineering: Who should own the AI pipeline?
CNCF
A few years ago, getting a model into production meant a data scientist, a DevOps engineer, and a narrow set of tools: train it, test it, ship it, watch the dashboards. Large language models broke that.
AI & ML
Bring your spreadsheet data to life with Sheets canvas
Google AI
Sheets canvas turns data into interactive dashboards, custom study trackers, seating charts, and more, all with a simple prompt.
The builder’s guide to GPT‑5.6
OpenAI
Learn how startups use GPT-5.6 to build faster, more cost-efficient AI agents with smarter model selection and new Responses API capabilities.
Previewing Ultrafast mode: GPT-5.6 Sol at up to 14X the speed
OpenAI
Preview Ultrafast, a new OpenAI API service tier that runs GPT-5.6 Sol up to 14× faster.
OpenAI appoints Dali Rajic as Chief Revenue Officer
OpenAI
OpenAI appoints Dali Rajic as Chief Revenue Officer to lead its global revenue organization and help businesses realize the full value of AI.
Cloud Updates
Total eclipse of the Internet: traffic impacts in Iceland, Spain, and Portugal
Cloudflare
Cloudflare's data shows a clear impact on Internet traffic from Iceland to Spain and Portugal, following the path of totality of the total solar eclipse that occurred on August 12, 2026.
Using BigQuery Graphs with measures for trusted agentic workloads
Google Cloud
When enterprises transition from using simple chat assistants to autonomous, agentic workloads, they quickly run into a hard truth: Agents are prone to inaccurate insights when working with directly raw tables.
Track generative AI costs with Amazon Bedrock inference profiles
AWS Architecture
Learn how to track generative AI costs by department using Amazon Bedrock application inference profiles and AWS cost allocation tags. Create tagged profiles for each team and view per-department cost breakdowns in AWS Cost Explorer.
Recovery strategies to meet data residency requirements
AWS Architecture
Learn three strategies for achieving disaster recovery while meeting data residency requirements. Ranging from encryption-based controls on multi-Region replication to fully in-country architectures, these patterns help you balance recovery objectives with regulatory constraints.
Certificate Transparency Monitoring is now generally available
Cloudflare
Cloudflare's Certificate Transparency Monitoring is now generally available. The biggest change: we no longer email you about certificates Cloudflare issued for your domain, so when an alert lands in your inbox, it's worth a look.
Reducing Text2SQL latency with parameterized query templates
AWS Architecture
Learn how parameterized query templates reduced Text2SQL latency by 80% and cut token consumption by over 50%. This post covers the architecture behind an intelligent caching layer that uses semantic similarity to match user questions to SQL templates, bypassing expensive LLM calls.
What is metal to agents? Navigating the architecture of enterprise AI
Red Hat
Enterprise AI has reached a critical turning point as organizations move from isolated, chat-based experimentation to complex reasoning models and autonomous agents. While the productivity gains are real, underlying infrastructure costs are escalating rapidly, with token consumption predicted to increase 24x by 2030.
Manage bare metal like a cloud with Red Hat Bare-Metal-as-a-Service for OpenShift
Red Hat
Red Hat OpenShift 4.22 includes general availability support for Red Hat Bare-Metal-as-a-Service (BMaas) for OpenShift, enabling organizations to manage bare metal, virtual machines (VMs), and application containers using the same consistent platform.
DevOps & Infrastructure
ChatGPT can now remember what you did on your Mac — without screenshots
The New Stack
OpenAI is launching a new feature for ChatGPT Work and Codex on macOS that sounds quite useful but may also
Your guide to GitHub Universe 2026 is here: The schedule just launched!
GitHub
The GitHub Universe session catalog is live. Explore interactive workshops, community talks, demos, and panels.
Rubrik’s lessons from one month with Mythos Preview
The New Stack
After it joined Project Glasswing and gained access to experiment with Mythos Preview, security and AI company Rubrik learned it
Packer v1.16.0 brings verifiable provenance to machine images
HashiCorp
Today we're announcing the release of Packer v1.16.
What 50 open source projects taught us about security in the AI era
GitHub
See how the open source projects in Session 4 of the GitHub Secure Open Source Fund combined AI-assisted workflows, maintainer expertise, GitHub security tools, expert guidance, and funding to improve project security.
AI에게 투자정보를 말하게 하기까지
토스
근거를 고르고, 절차를 통제하고, 실패를 다시 쓰는 세 개의 관문
How I built a demo generator with GitLab Duo Agent Platform
GitLab
A demo used to take me days to build — screenshots, narration, stitching it together in an external tool, chasing feedback — and every time the feature changed I'd have to start over. A few months ago, I handed most of that to an agent in GitLab Duo Agent Platform.
GitHub availability report: July 2026
GitHub
In July, we experienced eight incidents that resulted in degraded performance across GitHub services.
⚡ Quick News
- Record, train, and deploy from one place with Strands Agents, LeRobot, and Hugging Face Storage Buckets — Hugging Face
- What We Learned by Reproducing 2,200 papers from ICML — Hugging Face
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