Plus: Alibaba’s AI coded for 16 days straight, and every commit is on GitHub ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­    ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏  ͏ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­ ­  
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The New Stack
Weekly Update  |  Issue 533
Together with
Temporal@2x

Elon Musk undercut Anthropic’s pricing by 85%

Grok 4.6 launched on Wednesday. Qwen 3.8-Max hit a few hours later. Then, on Thursday, DeepSeek V4-Pro followed. Three frontier models in about 24 hours, and all three pitched on cost because the capabilities are assumed.

 

It’s hard to argue against Elon Musk's post on X: “Grok 4.6 is objectively #1 when considering intelligence, speed & cost”. Two years ago, frontier launches were about capability. Now they’re about price. Every benchmark existed to justify a cheaper bill.

 

Two of the three frontier launches this week came with downloadable weights, which is why the ceiling on what a closed lab can charge is increasingly set by companies giving their models away.

 

And that explains why Elon’s Cursor deal makes considerably more sense today than it did in June. When models converge on price, the money moves to whomever decides which model gets the job. Musk bought that.

 

Read the full story →

— Matt Burns, Chief Content Officer


Together with Temporal

Stop losing AI agents to production failures.

Why do AI agents fail in production? Network timeouts, multi-step approvals, server crashes. Join AWS and Temporal to cover:

  • Why agents fail in production

  • The durability layer Temporal adds to the AWS agentic stack

  • Crash-proof, resumable, observable agent loops with the Strands Agents SDK

You’ll also get a hands-on demo you can build from.

Register now

TNS essential reads

Alibaba’s AI coded for 16 days straight and every commit is on GitHub

Alibaba's Qwen3.8-Max spent 16 days building a CLI tool autonomously — 265 commits, 127 PRs, zero human help. The GitHub audit trail is public.

Astro’s GitHub issue backlog is heading to zero for the first time in 5 years. Now Cloudflare is open-sourcing the tool that did it.
6 months after Cloudflare acquired the team behind Astro, co-founder Fred Schott explains how an AI agent is emptying the project's issue tracker -- and why the hardest part is still left to a human

Every software company will become a dev tools company
AI code generation shifts focus to platform engineering. Discover why software companies must build internal tools to harness AI safely.

DNS is infrastructure. It’s time to manage it that way.
DNSimple founder and CEO Anthony Eden explains how IaC, APIs and CLI automation can help prevent DNS failures and bring domain management under control.

AI agents can create database sprawl issues. YugabyteDB’s solution is more agents!
YugabyteDB AMP uses serverless PostgreSQL and four AI agents to manage database fleets, scale idle workloads to zero and support scaling without migration.

AI adoption isn’t the same as AI usage
High token spend isn't real AI adoption. Discover how engineering teams can move past vanity metrics to create lasting workflow shifts.


TNS Podcast

Why CPUs still matter in the age of AI agents

Everyone's talking about GPUs and TPUs, but in this episode, Google's Mo Farhat and Arm's Bhumik Patel make the case that the CPU is quietly becoming the backbone of agentic AI. Tune in to catch this insightful discussion on the CPU and why it's getting more important, not less, as AI shifts from chatbots to agents.

Watch the episode

Featured events & webinars

Sep 9
Portland, OR
DevOps Days PDX
After a 5-year hiatus, DevOps Days is returning to Portland! Part of a worldwide series of technical conferences, this gathering features curated talks and open spaces covering software development, IT operations, automation, testing, security, and culture. Friends of The New Stack get 20% off their registration. We hope to see you here in the city where TNS first got started!
Register with The New Stack →
Sep 10
Virtual
Smarter alerting at scale
Most observability platforms force a tradeoff: alert on everything and pay exponentially, or scale back and accept the blind spots. This upcoming live session shows how two OpenSearch capabilities close that gap: no licensing tiers, no ingestion ceiling. Spots are limited for this webinar; register today to claim yours!
Claim your spot →
Sep 23
San Jose, CA
WeAreDevelopers welcome reception with The New Stack and Dynatrace
Join us at The Tech Interactive in San Jose as we celebrate the first North American WAD World Congress. You're invited for elevated bites, beverages, and banter from 6–8 PM on September 23 while exploring one of the Bay Area's best tech museums. Mingle with the brightest minds, VIPs, and The New Stack's Editorial team—don't miss out! Space is limited, so get your name on the list soon!
RSVP for the reception →
Oct 19
RALEIGH, NA
All Things Open 2026
All Things Open is a technology conference focusing on the tools, processes, and people making open source possible. The sophisticated and diverse audience is a technical one that includes designers, developers, decision makers, entrepreneurs, and technologists of all types and skill levels. The conference takes place in Raleigh Research Triangle (RTP), the world-wide headquarters of leading tech and open source companies.
Register today →

From our sister site, roadmap.sh

TNS eBook

Learn any stack. Skip the chaos.

Roadmap Pro gives you a personal AI coach and on-demand courses tailored to where you want to go, whether that's deepening your Kubernetes fundamentals, sharpening your ML infrastructure skills, or picking up a new tool for your stack.

  • Visual career roadmaps for DevOps, platform engineering, and every major tech stack.
  • A personal AI coach that guides you through your learning journey.
  • Generate custom courses on the fly. No more digging through endless documentation.
Explore Roadmap Pro

TNS quote of the week

"Sol is doing a better job creating things for me and finding mistakes made by Anthropic’s models; it’s blowing my mind."

— Russell Twilligear, AI Research & Development at BlogBuster

 

Read more →

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