1_DevOps'ish

1_DevOps'ish

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Can a Local LLM Run My AI Assistant? | Towards Data Science
Can a Local LLM Run My AI Assistant? | Towards Data Science
I replayed the same 27 real production tasks through two local models, one hardware upgrade apart, to find out what it actually takes to replace Claude as the brain behind a 90-tool personal agent.
·towardsdatascience.com·
Can a Local LLM Run My AI Assistant? | Towards Data Science
Qwen 3.8 27B is excellent, but it defaults to wildly overthinking things
Qwen 3.8 27B is excellent, but it defaults to wildly overthinking things
Friday’s big release was Qwen 3.8 27B, an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab. I’ve been looking forward to this one: 27B is an …
·simonwillison.net·
Qwen 3.8 27B is excellent, but it defaults to wildly overthinking things
Stripe reportedly acquires OpenRouter, the AI model router, for over $7bn
Stripe reportedly acquires OpenRouter, the AI model router, for over $7bn
Stripe has reportedly finalised a deal to buy OpenRouter, the AI gateway that routes traffic to more than 400 models, for over $7bn, a bet that the durable money in AI is in metering and billing.
·thenextweb.com·
Stripe reportedly acquires OpenRouter, the AI model router, for over $7bn
State of Open Models: Summer 2026 Observations
State of Open Models: Summer 2026 Observations
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
·huggingface.co·
State of Open Models: Summer 2026 Observations
Docker Desktop Gets a Hypervisor of its Own
Docker Desktop Gets a Hypervisor of its Own
Docker is bringing full backend parity across all of its Docker Desktop editions, ensuring that users get the same performance and polish.
·cloudnativenow.com·
Docker Desktop Gets a Hypervisor of its Own
State of Open Models: Summer 2026 Observations
State of Open Models: Summer 2026 Observations
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
·huggingface.co·
State of Open Models: Summer 2026 Observations
Netflix Adopts Cloud-Native Job Queueing System Kueue to Replace an In-House Solution
Netflix Adopts Cloud-Native Job Queueing System Kueue to Replace an In-House Solution
Netflix migrated most of its batch workloads onto Kueue, an open-source cloud-native batch job execution system that has outgrown its homegrown solution over the years. The company mapped the capabilities previously created in-house to Kueue’s functionality and also benefited from new features that would have been costly to incorporate into its homegrown solution.
·infoq.com·
Netflix Adopts Cloud-Native Job Queueing System Kueue to Replace an In-House Solution
Is It Safe to Eat Lettuce Yet?
Is It Safe to Eat Lettuce Yet?
“That product is off the market, so I think there’s absolutely lower risk for cyclospora in terms of eating lettuce,” one professor of food safety tells WIRED.
·wired.com·
Is It Safe to Eat Lettuce Yet?
Podman Container Tools Grows
Podman Container Tools Grows
As part of the Podman 6.0 release, we’ve moved Podman, Buildah, and Skopeo into a new GitHub organization owned by the Cloud Native Computing Foundation (CNCF). For most people, the most visible pa…
·blog.podman.io·
Podman Container Tools Grows
The AI Slop Backlash Is Actually Having an Impact
The AI Slop Backlash Is Actually Having an Impact
Platforms are finally recognizing that people don’t want to consume AI slop. A growing number of sites and apps now have tools and policies to flag, label, and ban AI-generated content.
·wired.com·
The AI Slop Backlash Is Actually Having an Impact
How Pinterest Secures AWS Infrastructure at Scale with a Centralized Terraform Pipeline
How Pinterest Secures AWS Infrastructure at Scale with a Centralized Terraform Pipeline
Pinterest has revealed the Resource Provisioner Pipeline (RPP), its own Terraform execution engine. It ensures least-privilege access and needs dual-control reviews. This is important for the company’s AWS infrastructure, as it adds strict guardrails to the GitHub Actions workflows.
·infoq.com·
How Pinterest Secures AWS Infrastructure at Scale with a Centralized Terraform Pipeline
Stop being skeptical about AI for development with Charity Majors
Stop being skeptical about AI for development with Charity Majors
Charity Majors, CTO and co-founder of Honeycomb, explains how AI is reshaping software engineering and making reliability and verification more important than ever.
·open.substack.com·
Stop being skeptical about AI for development with Charity Majors
How Tailscale helped find the SQLite WAL-Reset bug
How Tailscale helped find the SQLite WAL-Reset bug
Tailscale and SQLite developers traced maddening corruption incidents to find the WAL-Reset data race, then uncovered a second stale expression index bug.
·tailscale.com·
How Tailscale helped find the SQLite WAL-Reset bug