So I've been job hunting lately. Reading job postings, doing interviews, talking to engineering teams at like a dozen companies. And I noticed something compared to five years ago when I was last doing this: literally everyone is on Kubernetes now. Every single company I talked to.None of these places were doing microservices or anything close to high scale. So I asked why.Spoiler: they don't care much about the technical side of K8s. Read more ›
> For the complete documentation index, see llms.txt. Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as Markdown. # GLM-5.2 - How to Run Locally GLM-5.2 is Z.ai’s new open model, delivering SOTA performance across long-horizon coding, reasoning, and agentic tasks. With **744B parameters**, 40B active parameters, and a **1M context** window, it can now be run locally using Unsloth Dynamic GGUFs. GLM-5.2 is the **strongest open m... Read more ›
> ## Documentation Index > Fetch the complete documentation index at: > Use this file to discover all available pages before exploring further. # Introduction to Chainstack Self-Hosted > Deploy and manage blockchain nodes in your own environment with Chainstack Self-Hosted, giving you full control over data, security, and infrastructure. Welcome to the documentation for Chainstack Self-Hosted, a control plane for deploying and managing blockchain infrastructure in your own environment. #... Read more ›
Most Kubernetes observability failures aren't caused by a lack of data but by a lack of shared context between metrics, logs, traces, and infrastructure events. This article outlines a signal-first observability strategy built around consistent service identity, bounded metric cardinality, OpenTelemetry instrumentation, and unified event correlation, helping teams move from symptom to root cause without jumping across disconnected tools. Read more ›
From pretraining to RLHF/GRPO — every algorithm hand-written in pure PyTorch. Read more ›
Enterprises that onboard AI assets (MCP servers, agents, skills, and multi-step workflows) need to govern these assets and make them discoverable without blocking innovation. Central IT maintains a list of approved MCP servers and skills for the organization. Each line of business also publishes its own assets to its team, and often to the wider […] Read more ›
Detects usage of unsafe Rust in a Rust crate and its dependencies. - geiger-rs/cargo-geiger Read more ›
> A Rust CLI that augments the Node you already have — TypeScript that just runs, a faster script runner, and a fast bin runner. It augments Node.js instead of trying to replace it. Nub is an all-in-one toolkit powered by Node.js that **modernizes** the developer experience of the Node.js ecosystem. Use it instead of `node`, `npm run`, and `npx` (or the equivalents in your preferred package manager). ```console $ npm install -g --ignore-scripts=false @nubjs/nub $ nub index.ts ... Read more ›
We’re on a journey to advance and democratize artificial intelligence through open source and open science. Read more ›
pedantic.run parses a query and returns the patterns that get expensive at runtime — negative-regex matchers, bare selectors, high-cardinality groupings. Send a query, get back JSON findings. No auth, no state. Read more ›
Lin's fundraise at a $2 billion valuation on a first close sets a new public benchmark for what frontier-model researchers from Chinese hyperscalers can command when spinning out independently. The strategic focus on world models and embodied intelligence signals that lead investors like Gao Rong and Sequoia China are already making differentiated bets within the AI stack rather than concentrating capital on generalist LLM contenders. For technical founders and AI practitioners globally, the ... Read more ›
Make PDFs look scanned. Contribute to overflowy/make-look-scanned development by creating an account on GitHub. Read more ›
Tablething is a fast, local database client for Postgres, SQL Server, MongoDB and ClickHouse, with AI chat, a query editor, and a custom data grid. macOS, Windows, and Linux. Read more ›
Robert Erez of Octopus Deploy joins me to discuss Kubernetes, GitOps, progressive delivery, AI in CI/CD, and the evolving practices behind modern software delivery. Read more ›
Learn how Ray Serve LLM + vLLM stack achieves up to 24x higher throughput with direct streaming, HAProxy integration, and a new vLLM Ray executor backend. Read more ›
MCP servers can expose sensitive data and business logic to AI agents. Learn how to lock them down using OAuth. Read more ›
Drop-in Prometheus / Loki / Tempo HTTP gateway for ClickHouse. Translate PromQL, LogQL, and TraceQL into optimized CH SQL — keep Grafana, swap the backend. - tsouza/cerberus Read more ›
As a fun personal project, I have been working on a chatbot for answering general questions about my household on anything from maintenance questions to doctor’s appointments. The general idea is that the chatbot will get its household knowledge through RAG from querying a vector database, but for better results I have made the vector searches metadata aware. Basically, I am running questions through a pre-processing step to categorize questions into known metadata categories (e.g. pool, car,... Read more ›
An open-source Karpenter provider for Hetzner Cloud: cost-optimal Kubernetes node autoscaling that launches the cheapest server type for the pending pods. Read more ›