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Tools for the agent workshop.

Hands-on utilities, workflows, and prototypes for testing ideas quickly, tightening feedback loops, and turning agent patterns into usable systems.
Page 1 of 2 · showing 1–24 of 30

Herdr Crash Course — Step-by-Step Setup

Alejandro AO tours Herdr, a terminal multiplexer built for AI agents: workspaces/tabs/panes, agent auto-detection with color tracking, agents as background processes that survive closing the app, prefix keys, VPS remote mode via 'herdr --remote', and controlling Herdr itself with an agent through the official CLI skill. Also introduces Tau, a Python port of Pi with local-model support.

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Alejandro AO
Published2026-08-27

OpenCodex — Run Any LLM Inside Codex, Claude Code, OpenCode and More

OpenCodex is a local proxy that breaks vendor lock-in: run any model inside any coding agent (Claude in Codex, Gemini in Claude Code, local models in both). 40+ providers via 5 adapters (Anthropic Messages, Google Gemini, Azure, OpenAI Responses, chat completions); OAuth or API key auth; a web dashboard with a snapshot-before-write integrations tab (10 rollback backups per client) that auto-detects 10+ agents (Codex, Claude Code, OpenCode, Pi, AMP, Hermes); sub-agent model pinning; sidecars that restore web search + image understanding for non-OpenAI models; and full CLI parity (ocx start/sync/status/login/integration/stop). MIT, TypeScript, independent of OpenAI/Anthropic.

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AI Stack Engineer
Published2026-08-26

Somehow, Atuin Just Got EVEN Better

DevOps Toolbox dives into Atuin 18.13: the SQL rewrite that made shell history search up to 78x faster, the new Atuin AI (natural-language history search that makes it 'what Warp used to be for'), the PTY proxy and tmux pop-ups, and synced scripts, dotfiles, and aliases.

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DevOps Toolbox
Published2026-08-14

Kickstart.nvim: One File, One Command, Your Own Neovim

TJ DeVries, a Neovim core maintainer, walks through kickstart.nvim — 31,230 stars, a single config file that bootstraps LSP, TreeSitter, Telescope and more from one git clone. Not a distribution — a documented starting point you make your own.

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TJ DeVries
Published2026-08-08

Pangolin: The Self-Hosted Tunnel That Replaces Tailscale, Cloudflare and Twingate

A fifteen-minute tour of fosrl/pangolin — 22,008 stars on GitHub, described as 'CloudFlare tunnels with Twingate baked in, but self-hosted.'

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DevOps Toolbox
Published2026-08-07

Flint: Splitting Meaning From Geometry in AI-Generated Charts

Microsoft Research's Flint splits chart generation into two jobs: the model describes meaning in ~10 lines of semantic JSON, and a deterministic compiler makes every geometric decision, emitting real Vega-Lite, ECharts or Chart.js. Built because their own analytics agent topped out at ~80% good-looking charts - one in five broken. Includes verification of the video's claims against GitHub, npm, PyPI and arXiv, with three figures that have since drifted.

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Editorial
Published2026-07-28

tuicr: The Review Tool That Pushes Back to GitHub

Terminal diff viewers are a crowded field, and reading a diff is the easy half — the review is the artefact your team needs, and it has to land where they are. tuicr's one differentiator is that it submits real inline comments to GitHub and GitLab from the terminal. The most instructive moment is a failure: the agent skill found no active session and quietly did a local review instead, producing plausible-looking wrong output from a precondition it could have checked.

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DevOps Toolbox
Published2026-07-28

GitReverse: Turning a Repository Back Into the Prompt That Would Build It

Vibe coding runs prompt to project; this inverts it. The detail that reframes the whole tool is what it reads: repository metadata, the root file tree at depth one, and the README — no source files at all. So output quality tracks your README, which makes the tool most useful as an LLM-readability test for your documentation rather than as codebase reverse engineering. Also flagged: the repo has no licence file despite being described as open source.

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Better Stack
Published2026-07-27

Harper — The Free, Private Grammarly Alternative Built in Rust

Better Stack reviews Harper, a free open-source grammar checker built in Rust that runs entirely offline — 287 handwritten rules, under 10ms checks, LSP support for every editor, and zero cloud dependency.

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Better Stack
Published2026-07-22

Khazix Skills Tutorial — Install Neat Freak to Sync Docs and Stop Agent Context Loss

Alex Hitt walks through installing the Neat Freak skill from the Khazix Skills repository — an agent-executable workflow that auto-syncs documentation at the end of every coding session, eliminating the #1 cause of context loss in AI-assisted development.

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Alex Hitt
Published2026-07-22

Give me 15 minutes and I'll Fix Your Dockerfiles Forever

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Editorial
Published2026-07-17

Is Herdr Multiplexer Worth the Hype?

DevOps Toolbox reviews Herdr, a Rust-based terminal multiplexer with native AI agent tracking, mouse-first UX, workspaces, and a full CLI/API — concluding it's the best out-of-the-box multiplexer for remote machines and agent workflows.

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DevOps Toolbox
Published2026-07-03

Finally, The CORRECT Way to Run Local AI on a Mac

Samuel Gregory shares his definitive June 2026 verdict on running local LLMs on Mac: OMLX — an MLX-based inference server with persistent SSD-backed KV caching, two-tier RAM/SSD architecture, and seamless integration with coding agents like Claude Code, Pi, and Open Code.

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Samuel Gregory
Published2026-06-30

This Underrated Tool Replaced 3 Homelab Services (and it's open source!)

DevOps Toolbox puts NetBird through a comprehensive hands-on test — an open-source, WireGuard-based platform that replaces your mesh VPN, reverse proxy, and DNS server. Covers K3s deployment, peer-to-peer setup, posture checks, and a live security demo.

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DevOps Toolbox
Published2026-06-26

Build Your Own Claw & Agent Harness with Microsoft Agent Framework

Microsoft launches a four-part series on building CLI-style coding agents using Agent Framework's harness — composable building blocks for tools, planning, memory, approvals, observability, and deployment, with .NET and Python side by side.

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Wes Steyn
Published2026-06-22

Intelligent Terminal 0.1.1 — Bash Support, /fix Command & Model Picker

Microsoft ships the first update to Intelligent Terminal with auto error detection for Bash and WSL, a new /fix slash command for on-demand help, per-pane /model switching, customizable agent pane profiles, and Windows 10 support.

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Hamza Usmani
Published2026-06-17

Copilot Cowork Is Now Generally Available — Anthropic Claude Meets Microsoft 365

Microsoft's Copilot Cowork — the deep-work AI assistant powered by Anthropic Claude — is now GA for all Microsoft 365 Copilot users. Brings model choice (Opus 4.8, Sonnet 4.6, GPT 5.5), partner plugins (Monday.com, Miro, Adobe, Atlassian), and Edge browser access.

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Mike Moore
Published2026-06-16

You NEED to Try These Open-Source AI Projects RIGHT NOW

Matthew Berman showcases four free open-source GitHub projects: Last30Days (human-voted search), Open Notebook (local NotebookLM clone), Agent Skills (structured engineering workflow), and Headroom (up to 92% token savings via context compression).

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Matthew Berman
Published2026-06-12

Only 1 in 1,600 People Use Codex — Here's How to Catch Up

Nate B Jones makes the case that Codex is a computing paradigm shift — from chief-of-staff threads and goal-based delegation to custom live dashboards, he reveals the practical patterns behind burning 500M+ tokens/day productively.

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Nate B Jones
Published2026-06-12

I Turned My Terminal Into a Password Manager — Pass, GPG, and Agent-Safe Secrets

Pass is a free, GPG-based terminal password manager by the WireGuard creator. Git-tracked, clipboard auto-clear, extensions for OTP and migration, Raycast integration, and a killer feature: per-repo secret stores with mise that let AI coding agents access secrets safely without plaintext .env files.

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DevOps Toolbox
Published2026-06-05

Herder — Is This the Ultimate Agent Multiplexer?

Herder (herdr) is a single Rust binary that turns your terminal into an agent multiplexer — run Claude Code, Codex, and OpenCode side by side with live status tracking, session persistence, and SSH remote mode.

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Better Stack
Published2026-06-05

5 CLI Tools That Actually Changed How I Work in 2026

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Editorial
Published2026-06-02

Perplexity Open-Sourced a Scanner Every Dev Should Know — Bumblebee

Perplexity open-sourced Bumblebee — a read-only, single-binary scanner that inventories packages, editor extensions, browser plugins, and AI tool configs across developer laptops. Built internally for supply-chain security, now available to everyone.

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Editorial
Published2026-05-26

tmux, clearly explained (multi-agent terminal) — David Ondrej

David Ondrej explains why tmux is the one tool every agentic engineer needs — covering sessions, windows, panes, session persistence, and how to run multiple AI agents in parallel terminals that survive disconnects.

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Editorial
Published2026-05-25
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