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After talking to 50+ individuals experimenting with OpenClaw, it's clear that while many have tried it and even explored it for more than 3 days, only around 10% have attempted automating real act... x.com/yashhsm/status… --- More like this—subscribe 👉 faun.dev/join

New issue of SoftwareEngineeringLinks is out 🗞️ 🔔 Slack rebuilt notifications 🧭 Monitoring internal coding agents for misalignment 📦 The slow collapse of MkDocs 🧶 Python, but natively distributable? 🟦 Why vibe in Go Read: from.faun.to/r/DM2P

In a world where the machine writes most of the code, Python lacks solid type enforcement, Rust is overly strict with complex lifetimes, while Go strikes the right balance by catching critical... lifelog.my/episode/why-i-… --- Like what you see? Subscribe 👉 faun.dev/join

New AILinks is out: the unglamorous agent plumbing—sandboxes, routing, policies, real costs. 🤖🔧 Inside: digital doorman 🛡️, how Codex works 🧰, Model Spec 📜, enterprise multi-agent patterns 🧩, what 81,000 users want 🌍 Read: from.faun.to/r/rgOa

OpenAI will acquire Astral, pending regulatory close. It will fold Astral's open-source Python tools — uv, Ruff, and ty — into Codex. Teams will integrate the tools. Codex will plan changes, modify code... openai.com/index/openai-t… --- Want more? Join us 👉 faun.dev/join

Agent Sandbox unveils the Sandbox CRD to map long-lived, singleton AI agents onto Kubernetes. It adds stable identity and lifecycle primitives. It supports runtimes like gVisor and Kata Containers.... kubernetes.io/blog/2026/03/2… --- Get more. Subscribe now 👉 faun.dev/join

Autocomplete snitched: “Nice password, Joe—want me to guess your email too?” 🤖🙈 --- We drop memes like this (plus sharp insights on Machine Learning, Artificial Intelligence, and MLOps) in our weekly newsletter—join us: faun.dev/join/ 🚀

New DevOpsLinks issue is out 🧰 AI in interviews + security workflows, a spicy systemd birthDate change, OpenTofu/Terraform+AWS dev tips, and why Arm is defaulting in AI data centers 🤖🔐🗂️🧠 Read it: from.faun.to/r/dYgA

New KubernetesLinks issue is out 🧰🌉⚡🧨 🛠️ 1-line K8s fix saved 600h/yr 🌉 AWS LB Controller GA: Gateway API 🧩 Disaggregated LLM inference on K8s ⚡ jsongrep vs jq/jmespath/jsonpath-rust/jql 🧨 Trivy hack → wiper Read: from.faun.to/r/N9pA

The guide maps team size, workload shape, and time-to-value to three tiers: managed platforms, VMs, and Kubernetes. It calls out Kubernetes bluntly: expect a 1–3 month delay to production. Expect ongoin... devops-daily.com/posts/when-kub… --- Want more? Join us 👉 faun.dev/join

Cutlet uses Claude Code. The LLM emits every line. Source, build steps, and examples live on GitHub. It runs on macOS and Linux and ships a REPL. It supports arrays, strings, double numbers, a v... ankursethi.com/blog/programmi… --- Want similar stories? Join 👉 faun.dev/join

A team pointed Claude Code at autoresearch and spun up 16 Kubernetes GPUs. The setup ran ~910 experiments in 8 hours. val_bpb dropped from 1.003 to 0.974 (2.87%). Throughput climbed ~9×. Parallel f... blog.skypilot.co/scaling-autore… --- Get more. Subscribe now 👉 faun.dev/join

A multi-agent system runs on Google's Agent Development Kit (ADK). It orchestrates specialized AI models for CVE research and report synthesis. It runs o4-mini-deep-research with web search. On ti... praetorian.com/blog/how-ai-ag… --- More like this—subscribe 👉 faun.dev/join

A startup swapped Supavisor and PgBouncer for PgDog on EKS. The swap stopped serverless deploy connection spikes. A multi-threaded, colocated pooler handled the bursty traffic. PgDog needed fixes... circleback.ai/blog/how-we-fi… --- More like this—subscribe 👉 faun.dev/join

Outlines a Python monorepo setup that pairs uv workspaces with Dagger and BuildKit caching. Builds container stages programmatically. Keeps things cache-friendly and predictable. Parses pyproje... gafni.dev/blog/cracking-… --- Love it? Get our newsletter 👉 faun.dev/join

Amazon EMR Serverless allows users to run big data analytics frameworks without managing clusters, integrating with various AWS services for a comprehensive solution. The top 10 best practices for op... aws.amazon.com/blogs/big-data… --- Enjoyed this? Sign up 👉 faun.dev/join

Google's Chrome added native support for Universal Commerce Protocol (UCP). That lets Gemini agents execute agentic payments and pause for user confirmation. Merchants and platforms such a... cio.com/article/413789… --- Similar contents? Get our emails 👉 faun.dev/join

The interview traces Python's core evolution. It starts with adding augmented assignment (+=) and the PEP 203 debates. Arguments followed. Nested scopes landed via future imports. Maintainers repacka... gvanrossum.github.io/interviews/Tho… --- Enjoyed this? Sign up 👉 faun.dev/join

Nose scan, tail scan—2FA approved. Proceed, Phil 🐶🔐 --- We drop memes like this in our weekly newsletter—plus deep insights on DevOps, SRE, and CloudComputing. Subscribe here: faun.dev/join/ 🚀

NGINX ships an open-source Agentic Observability JS module. It parses MCP traffic and extracts tool names, error statuses, and client/server identities. The module uses native OpenTelemetry to e... blog.nginx.org/blog/introduci… --- Want similar stories? Join 👉 faun.dev/join