Tag: Ai

In this guide, we set up the Hermes AI agent on a Linux server and access it securely from anywhere with NetBird, including the built-in dashboard, the community web UI, and a private HTTPS domain through the NetBird reverse proxy. All the commands and a more detailed walkthrough are in the knowledge hub article linked below.

A local, file-based desktop whiteboard that your AI can use too.

On reward functions, dopamine, and what it actually feels like when the code starts writing itself

OpenSpec is a lightweight, spec‑driven framework for coding agents and CLIs — universal, open source, and no API keys or MCP required.

Open-source observability platform built on OpenTelemetry. Collect, visualize, and analyze distributed traces, logs, and metrics from your services with AI-powered diagnostics.

Complete tutorial for my skills repo with 170,000 stars. Learn how to install, set up, and use the main workflow: from initial setup through grill-with-docs interviews, specs, tickets, and implementation with code review.

Kimi K3 is the world's first open 3T-class model — frontier performance across coding, knowledge work, and reasoning, with native multimodality and 1M context.

The AI agent made for open models, built to get things done.

Your agents already solved this. deja finds it. One local index across eight coding agents, served back to them via MCP.

Reflections on autonomy and the value of thinking for ourselves

I've been thinking about how to free LLMs from the chat pane for a few years now. Watching what people have tried and seeing what worked (and didn't), I've formed my own opinions on the right way to a

Enabling coding agents to work together. Direct agent-to-agent messaging across your coding agents.

Native macOS inference server built on MLX. Paged SSD KV caching, continuous batching, and drop-in API for Claude Code, OpenClaw, and Cursor.

Tu as un homelab Proxmox, tu as entendu parler de Talos Linux et de Cilium, tu as même développé ton propre module Terraform pour automatiser tout ça. Mais entre le moment où tu te dis “je vais créer un petit cluster K8s” et le moment où tu as un cluster fonctionnel avec kubectl get nodes, il y a tout un chemin de commandes à taper, de fichiers à éditer, de tokens à générer.

A coding agent is the model plus everything you build around it: prompts, tools, context policies, hooks, sandboxes, feedback loops. Harness engineering is t...

Grok 4.5 just launched. So we had it, GPT-5.5, Claude Opus 4.8, and Fable 5 one-shot the same interactive apps, then measured latency and cost. Here is who won.

Grok 4.5 is SpaceXAI's smartest model built for coding, agentic tasks, and knowledge work.

Orca is the Agent Development Environment (ADE) for shipping with coding agents. Run Claude Code, Codex, Gemini, Cursor CLI, and every other CLI agent in parallel across isolated worktrees. Get work done dramatically faster than any IDE. New features shipped every day. Free, open source, cross-platform.

Hunk is a review-first terminal diff viewer for agent-authored changesets. Multi-file review stream, inline AI annotations, watch mode, and Git/Jujutsu integration.

Otari is an open-source LLM gateway built on any-llm. Otari.ai adds hosted routing, observability, budgets, and team management. Built by Mozilla.ai.

Hi folks, it's Takuya here, the solo developer of Inkdrop.

GLM 5.2 is the first open weights model I'd call a genuine competitor to Opus and GPT for agentic work - at ~15-20% of the price. Part one of why AI inference margins are about to collapse.

Get started with SerpApi using 250 free credits: https://serpapi.com/?utm_source=youtu...

Use Claude Code, OpenCode, Cursor CLI, and Codex on mobile and web with CloudCLI (aka Claude Code UI). CloudCLI is a free open source webui/GUI that helps you manage your Claude Code session and pr...

A local MCP server for VCF APIs (different specs available via Swagger REST specification) - giulianoberteo/vcf-mcp

Qwen 3.6 27B is finally a smart model we can use for coding on Macbook or Nvidia RTX - with llama.cpp and OpenCode.

Replace long-lived AI API keys with groups from your identity provider. Verified identity flows into LiteLLM Cloudflare, and other gateways or providers for audit, cost attribution, and policy enforcement.

Loops, harnesses, and why even loop skeptics may end up with them.

AI can make implementation cheap while making review and judgment more expensive.

When Claude drives you off the cliff

Local agentic coding has gotten great over the past few months

We've all heard people say that Qwen is near-Opus level, but I have receipts and am here to be transparent with you.

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. - chopratejas/headroom

Running Gemma 4 26B-A4B and Qwen3.6 35B-A3B locally with llama.cpp, MTP speculative decoding, multimodal support, and PI as a coding agent.

Build faster with AI coding agents. Factory Droids automate coding, testing, and deployment for startups and enterprises.

Vibe coding is useful for discovery, but software engineering starts when generated code has to be reviewed, owned, operated, and safely changed.

Coding agents as normal technology

As a non-native English writer, I rely on LLMs for grammar, copyediting, and translation, despite hating AI slop.

VMware vSAN and Samsung's JBOF reference design show what happens when you decouple flash capacity from compute — and why it matters for AI-ready infrastructure.

We've all worked with a rockstar developer. They joined the team years ago, full of energy. They had great ideas about new tech, new paradigms, new architectures. Their cutting-edge ideas left everyone else feeling a bit behind and outdated.

Or running Gemma 4 on a 2016 Xeon with no GPU, 25 flags, 128 GB of DDR3, and a 25B-parameter MoE.

A lot of people seem convinced that the point of AI coding is to write low-quality code as fast as possible. Spew out barely-passable slop, open massive PRs, and merge them unvetted. Ship it! But t…

We are living in an age of mass denial. Some very smart people are telling us that we no longer need to write good software because LLMs can generate code now. But terrible software is still terrible

Our latest model, Claude Opus 4.8, is an upgrade to our Opus class of models, with stronger performance across coding, agentic tasks, and professional work, and the consistency to handle long-running work.

Anthropic are strongly rumored to be about to have their first profitable quarter. Stories are circulating of companies surprised at how expensive their LLM bills are becoming from usage by …

Cursor plugin specification and official plugins. Contribute to cursor/plugins development by creating an account on GitHub.

A deep dive into Claude Code for daily users. Covers the .claude directory, CLAUDE.md the way Boris writes it, CLAUDE.local.md, Skills with real examples, custom subagents, plugins, underused commands like /goal and /insights, MCPs, and the workflow patterns the Anthropic team actually uses.

Imagine having the entire VMware Cloud Foundation 9.1 documentation right at your fingertips. We're talking about over 9,000 pages of dense technical content. Finding a specific answer usually means e

The more I look at how we actually build systems now, the more it looks like Terraform is dead.
Not “declining.” Not “evolving.” Dead. What’s left is just inertia.
What Terraform Actually Solved Terraform solved a very specific problem: how do we make infrastructure deterministic, reviewable, and repeatable?
The answer was a DSL, a plan step, and a state file. It worked, and it still works.
But it also forced an awkward compromise. Humans ended up describing intent in a language that was never designed to express it, and HCL is not how anyone actually thinks about systems.

Somewhere between 'ask Claude for a quick opinion' and 'Claude is writing our Jira tickets,' we lost the plot. AI agents are brilliant implementers. They're also confidently wrong about every decision that matters. And when it all falls over, they won't be the ones carrying the bag.

Learnings from post-AI Open Source and how we’re approaching this so far.

Get the most out of coding agents like Claude Code, Gemini CLI and Amp. Orchestrate multiple AI coding agents, track tasks, and manage your development workflow efficiently.

Check out Twingate and supercharge your security: https://bit.ly/3Y1OaZi

A substantial improvement in intelligence and behavior over Composer 2, particularly on long-horizon agentic tasks.

Experiments with getting usable outputs out of local models on a standard Macbook

I recently talked with Joseph Ruscio about AI coding tools for Heavybit’s High Leverage podcast: Ep. #9, The AI Coding Paradigm Shift with Simon Willison. Here are some of my …

A hands-on workshop covering the full lifecycle of AI-assisted development, from turning ambiguous requirements into agent-ready plans to running autonomous coding agents that ship production features.

Streamlit is an open-source Python framework for data scientists and AI/ML engineers to deliver interactive data apps – in only a few lines of code.

OpenWarp is the open enhancement layer for Warp. Plug in OpenAI / Anthropic / Gemini / DeepSeek / Ollama natively via the genai adapter, craft your own prompts, and own your terminal AI.

tsnet let Cleric embed Tailscale into their AI SRE, replacing VPNs and VPC peering with a programmable, zero-config overlay network.

List of terminal AI coding agents on Terminal Trove. Find and compare AI coding agents for the terminal.

From the Zed Blog: The editor we set out to build is now 1.0.

Warp is an agentic development environment, born out of the terminal. - warpdotdev/warp

Building a small test-gated janitor loop, teaching it taste and moving to bigger targets.

Vim plugin for LLM-assisted code/text completion. Contribute to ggml-org/llama.vim development by creating an account on GitHub.

Neovim edit completion plugin. Contribute to cursortab/cursortab.nvim development by creating an account on GitHub.

I tried to use Claude Code with Opus 4.6 to implement a connector between Youtube Music and opensubsonic. The end result was a fairly short amount of time to get a working project.

Read this, come on

Organize your notes as Markdown files. With native relationships, Git, and Claude Code integration. Free forever.

Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

Agents used to be a thing you talked to synchronously. Now they’re a thing that runs in the background while you work. When you make that change, the …

Model providers DON'T want you to see this video. The M5 Max just exposed the dirty secret of the cloud LLM economy: you're renting what you could already OWN.

Also available in: 日本語 This year I completely restructured my Obsidian workflow.

Kimi K2.6 advances open-source coding, featuring long-horizon coding, coding-driven design, agent swarms, proactive agents, and the Claw Groups research preview.

The latest major release of Grafana introduces new tools that make it faster and easier to gain valuable insights into your data, operate and scale Grafana across teams, and so much more.

For developers, one of the first few things you need to come up with before handing over a project to another dev or team is an architecture diagram.
It serves as a visual blueprint that turns complex

Build beautiful IDE color themes with AI. Fine-tune colors, syntax highlighting, and typography. Export to VS Code, JetBrains, Neovim, Helix, Zed, and more.

SpeakType — Privacy-first, offline voice dictation for macOS. Powered by WhisperKit AI, everything runs 100% locally on your Mac.

See where your AI coding tokens go. Interactive TUI dashboard for Claude Code, Codex, and Cursor cost observability. - AgentSeal/codeburn

The Mac Studio M3 with 512GB of memory is an absurd amount of computer.

Why I believe the Model Context Protocol (MCP) is a better architectural pattern than the emerging “Skills” trend for LLM tool integration.

How to move fast when building for the physical world

With Anthropic altering rate limits, we can find other places to spend our money. I have chosen Zed editor with OpenRouter for maximum flexibility.

I pulled apart NanoClaw's 8,000-line codebase and found six architectural patterns that most SaaS teams should steal — credential proxies, container isola…

An MCP server that indexes codebases with tree-sitter and lets AI agents retrieve exact functions, classes, and constants — not entire files. 95%+ token reduction, measured.

tui-use lets agents interact with programs that expect a human at the keyboard — REPLs, debuggers, TUI apps, and anything else bash can't reach. - onesuper/tui-use

AI coding agents have made code production nearly free. Drawing on insights from Kent Beck, Paul Ford, and Simon Willison, this post argues that the value has shifted from writing code to defining systems — contracts, invariants, SLAs, and verification.

LM Studio 0.4.0 introduced llmster and the lms CLI. Here is how I set up Gemma 4 26B for local inference on macOS that can be used with Claude Code.

Game development veteran, creator of libGDX, and 17-year open-source contributor Mario Zechner tells the story of how he ended up building pi, his own minimal, opinionated terminal coding agent.

Docker Offload is now generally available. Docker runs in any environment, even VDIs, no workarounds, no compromise. Built for enterprise teams.

Cursor 3 is a unified workspace for building software with agents.

Ken’s early 2026 thoughts on the state of AI coding, Claude, Kernigan’s Law, and what technology has worked thus far

What actually happens when you type a message into Claude Code? The agent loop, 50+ tools, multi-agent orchestration, and unreleased features, mapped from source.

Today, we're previewing the fastest way to run Ollama on Apple silicon, powered by MLX, Apple's machine learning framework.

If you already use Claude Code, this Codex plugin gives you a simple way to pull Codex into the same workflow.
It is useful for three things: a normal Codex review, a more skeptical adversarial

From April 24 onward, interaction data from Copilot Free, Pro, and Pro+ users will be used to train and improve our AI models unless they opt out.

OpenCVE is a vulnerability intelligence platform that helps security teams monitor CVEs, track affected vendors, and receive real-time vulnerability alerts.

A complete guide to CLAUDE.md, custom commands, skills, agents, and permissions, and how to set them up properly.

In this article, we will look at what the Claude researchers found.

Everyone is trying to go faster, running more agents to run more agents, to open more pull requests to orchestrator agents to then get reviewed by another fl...

Full courses + unlimited support: https://www.skool.com/ai-automation-s...
All my FREE resources: https://www.skool.com/ai-automation-s...
Apply for my YT podcast: https://podcast.nateherk.com/apply
Work with me: https://uppitai.com/

Why VMware VKS Is a Stronger Enterprise Choice Than KubeVirt | vmtechie.blog KubeVirt is a capable open-source project and a legitimate choice in the right context. But when the workload is enterpr…

Les Orchard made a quiet observation recently that I haven't been able to shake. Before LLM coding assistants arrived, the split between developers was…

Get started with Hostinger VPS: https://hostinger.com/LEMPA10 — use code LEMPA10 for 10% off

A new release is out! v18.13 is probably the biggest set of changes we have released in a good while, read on to find out more.

Some days I get in bed after a tortuous 4-5 hour session working with Claude or Codex wondering what the heck happened. It's easy to blame the model - there'...

CLI proxy that compresses command outputs for AI coding agents. 60-90% less context pollution. Open source, written in Rust.

Step-by-step field note for running OpenCode with LM Studio locally using Qwen3.5 9B and 0.8B, including Telegram bot workflow, local config, and M1 performance tradeoffs.

Talk to your infrastructure in plain language, get instant answers, and keep everything on-prem if you want.

Deploy More Resilient Apps. Hatchet is a platform for building distributed web apps that solves scaling problems like concurrency, fairness, and rate limiting.

Get early access to our brand-new v4 APIs and SDKs! Covering Python, Java, Javascript, and Go there's an SDK for many of our users, along with client REST APIs for those languages that don't yet have an official SDK.

Walkthrough on how to build and deploy a Telegram bot to Cloudflare Workers. Durable Objects are used for per-person DB and grammY is used to interact with the Telegram API

A gentle introduction to the Pi coding agent and why I think it’s a glimpse into the future of software.

iximiuz Labs founder shares a grounded, hands-on look at agentic coding in a real production codebase: massive speedups, surprising failures, and why domain knowledge still matters most.

Datadog cut off our observability overnight. We migrated to an open Grafana stack in 48 hours. Here’s why vendor lock-in is fading in an AI-native world.

Let’s start with a question. What is DevOps all about?

An inspection of Claude Code's network requests, system prompt, and context handling by intercepting real traffic.

A curated list of awesome resources, tools, libraries, and projects for the Mistral AI ecosystem. - samouraiworld/awesome-mistral

Lessons learned from 14 years of engineering at Google, focusing on what truly matters beyond just writing great code.

How I restructured my software development workflow with asynchronous AI coding agents to dramatically boost developer productivity in 2025.

Master Japanese naturally while watching Netflix, YouTube, and Bilibili. AI-powered tool that turns your streaming time into effective language learning.

ProxUI - Interface IA pour Proxmox VE et PBS

AI-powered open source real-time monitoring system for metrics, logs, alerts, and observability. No agent required.

`CLAUDE.md` is a high-leverage configuration point for Claude Code. Learning how to write a good `CLAUDE.md` (or `AGENTS.md`) is a key skill for agent-enabled software engineering.

Bun has been acquired by Anthropic. Anthropic is betting on Bun as the infrastructure powering Claude Code, Claude Agent SDK, and future AI coding products & tools.

Data API Framework for AI Agents and Data Apps

I gave a talk last night at Claude Code Anonymous in San Francisco, the unofficial meetup for coding agent enthusiasts. I decided to talk about a dichotomy I’ve been struggling …

Claude can now use Skills to improve how it performs specific tasks. Skills are folders that include instructions, scripts, and resources that Claude can load when needed. Claude will only access a skill when it's relevant to the task at hand.

Anthropic this morning introduced Claude Skills, a new pattern for making new abilities available to their models: Claude can now use Skills to improve how it performs specific tasks. Skills …

Disaggregating Prefill and Decode: Faster First Tokens, Faster Streams

Get to know the latest open source toolkit from GitHub that allows you to use Spec-Driven Development in any AI coding agent.

I recently shipped anon-trivial Ghostty feature (unobtrusive macOS automatic updates)that waslargelydeveloped with AI.

A quick cli script to tell you if your usb-c cable is bad

Capture your web app's complete development timeline for AI debugging. Unified logs, browser events, and automatic screenshots.

A powerful, real-time log analysis terminal UI inspired by k9s. Analyze log streams with beautiful charts, AI-powered insights, and advanced filtering.

Claude Code is the most delightful AI agent/workflow I have used so far. Not only does it make targeted edits or vibe coding throwaway tools less annoying, ...

Datacenter-Scale Heat Management

Real-time monitoring for Proxmox, Docker, and Kubernetes with AI-powered insights, smart alerts, and a beautiful unified dashboard - rcourtman/Pulse

Claudable is an open-source web builder that leverages local CLI agents, such as Claude Code, Codex, Gemini CLI, Qwen Code, and Cursor Agent, to build and deploy products effortlessly. - opactorai/...

Wan is an AI creative platform. It aims to lower the barrier to creative work using artificial intelligence, offering features like text-to-image, image-to-image, text-to-video, image-to-video, and image editing.

How I use Claude Code for work, fun, and as a text editor

The comfort we get when offloading our cognitive load to LLMs is bad for us. Cognitive load should exist, and if we reduce it too much – if we stop thinking – we can actually unlearn how to think. Kids who always choose the easy route and copy their homework from other students eventually find […]

An updated version of my user-level CLAUDE.md is featured in this post from December 2, 2025.

Cursor is the best way to build software with AI.

Stop vibe-coding blindly! Why reading AI-generated code is crucial in 2025. Avoid security flaws, architectural decay, and knowledge loss when using Claude Code or any other tool.

We make the command line glamorous

Extension for Visual Studio Code - Give your VS Code workspaces unique colors with optional Philips Hue integration

Glamourous agentic coding for all 💘. Contribute to charmbracelet/crush development by creating an account on GitHub.

After Claude Pro changed to weekly limits, I explored self-hosting Qwen3-Coder-480B with 400k context windows. Here's what I learned about costs, alternatives, and why Claude Code still dominates the landscape.

It is wild to think that it has been only a handful of weeks.
Claude Code has considerably changed my relationship to writing and maintaining code at scale. I still write code at the same level of quality, but I feel like I have a new freedom of expression which is hard to fully articulate.
Claude Code has decoupled myself from writing every line of code, I still consider myself fully responsible for everything I ship to Puzzmo, but the ability to instantly create a whole scene instead of going line by line, word by word is incredibly powerful.

Hatching...
Cursor Shenanigans

Cursor, my beloved, started rate limiting shenanigans a few days back. For a good 2 w...

How I built Context—a native macOS SwiftUI app for debugging MCP servers—almost entirely with Claude Code, and what I learned about building with AI coding agents.

From the Zed Blog: A tool that predicts your next move. Powered by Zeta, our new open-source, open-data language model.

Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.

Discover 850M+ contacts with real-time verified emails, mobile numbers, and more. Trusted by 500k+ GTM professionals. Get started for free.

Fast terminal, state-of-the-art agents, and cloud orchestration for the full software development lifecycle.

Index-AniSora is the most powerful open-source animated video generation model presented by Bilibili. It enables one-click creation of video shots across diverse anime styles including series episodes, Chinese original animations, manga adaptations, VTuber content, anime PVs, mad-style parodies, and more

Uplinq Accounting AI offers comprehensive financial solutions for small businesses. From tax planning to real-time bookkeeping, we guide you through each financial milestone. Simplify your small businesses accounting journey with Uplinq.

AI design tool for Figma. Turn screenshots into editable designs, generate UI with AI, and export production-ready React components.

Real-time infrastructure monitoring with per-second metrics, ML anomaly detection, and AI troubleshooting. Open source, #1 on GitHub. Cut MTTR by 80%.

Anthropic publish most of the system prompts for their chat models as part of their release notes. They recently shared the new prompts for both Claude Opus 4 and Claude …

Turn your source code into beautiful images

AI SRE and MCP server, incident management, on-call, logs, metrics, traces, and error tracking. 7,000+ happy customers. 60-day money back guarantee.

For everything that happens after you deploy. Antimetal is the AI platform to better understand, manage, and automate your infrastructure.

How a simple terminal trick helps me manage multiple Claude Code instances without losing my mind (or my terminal tabs)

I run Claude Code with --dangerously-skip-permissions flag, giving it full system access. Let me show you a new way of approaching computers.

Hey! I'm a student and professional bug-creator. I like to explore new stuff, and share my experiences on this blog!

How to use AI coding assistants without letting your hard-earned engineering skills wither away.

Change your tools and change your life in 2025.

Exploring the balance between relying on AI assistance like ChatGPT and maintaining personal skills in a world of increasing AI capabilities.