Tootfinder

from my link log —
New Ansible data validation module(s).
https://blog.ipspace.net/2021/03/ansible-validation.html
saved 2021-03-05 https://

New Ansible Data Validation Module(s) « ipSpace.net blog
A few months ago I described how you could use JSON Schema to validate your automation data models, host/group variable files, or even Ansible inventory file. I had to use a weird toolchain to get it done – either ansible-inventory to build a complete data model from various inventory sources, or yq to convert YAML to JSON… and just for the giggles jsonschema CLI command requires the JSON input to reside in a file, so you have to use a temporary file to get the job done.

We had several product feeds set to "Generate via scheduler." The queue worker got OOM-killed mid-export, and the feed never came back — not on the next tick, not ever. Turns out the CLI export command silently refuses to help you here too. Here's why, and how we moved feeds off the scheduler for good.

product-export:generate does nothing — until you turn off "Generate via scheduler" - Winkelwagen GmbH - an ecommerce agency
We run several product exports (Google Shopping, a couple of price comparison feeds) with "Generate via scheduler" checked in the Sales Channel settings. One

(GitHub) HeyCyan Live - Android app using the HeyCyan SDK and the live-preview commands to render live MJPEG snapshot stream https://github.com/jacob-kruger-work/heycyan_live_stream/ by Jacob Kruger and compatible with The vOICe for Android MJPEG input on same device using htt…

GitHub - jacob-kruger-work/heycyan_live_stream: Android app using the HeyCyan SDK and the live-preview commands to render live snapshot stream on same device using http://127.0.0.1:8080/mjpeg - yes, I vibe-coded this using codex CLI
Android app using the HeyCyan SDK and the live-preview commands to render live snapshot stream on same device using http://127.0.0.1:8080/mjpeg - yes, I vibe-coded this using codex CLI - jacob-krug...

10 Modern #CLI Tools You Should Try in 2026
https://medium.com/@sandunlakshan213/10-modern-cli-tools-you-should-try-in-2026-18ce4e16c28e

🐢 ➤ go install github.com/vale-cli/vale/v3/cmd/vale@latest 2.761s
go: downloading github.com/vale-cli/vale/v3 v3.24.0
...
go: downloading github.com/dlclark/regexp2/v2 v2.5.2
# github.com/smacker/go-tree-sitter/lua
parser.c:254:17: warning: null character(s) preserved in literal
254 | [anon_sym_] = " ",
| ^
🙀 just why... 😭

Anthropic says Claude for Government is now generally available to federal and state agencies, with Claude Code CLI and Claude for Microsoft 365 in early access (Claude)
https://claude.com/blog/claude-for-government-is-now-generally-available

Claude for Government is now generally available | Claude by Anthropic
Claude Code CLI and Claude for Microsoft 365 also now available in early access.

#OpenSource #CLI #CodingAgent
https://kilo.ai/cli

Arcaneum 0.10.0 is out
#llm #rag

Release v0.10.0 · cwensel/arcaneum
Features verification: report PDF quality by default (cb8eef3) indexing: reindex stale policy manifests (fd64b18) search: exclude PDF references by default (8bfbadd) cli: show arc and its options ...

I hate how so many container images provide documentation only for how to use their container standlone with the docker CLI, not with docker compose.
I never want to run your container without compose. Ever. 100% of the time I want to edit a config file, not run a command with 50 switches on it. Give me the Compose instructions or GTFO.
#Docker

⚙️ Requires #NodeJS 18 with native fetch, npm, and the Codex or Claude Code CLI
🌐 https://github.com/luckeyfaraday/athena-usage-tracker

Rapp turns ordinary R scripts into command-line tools and generates arguments and help from the structure of the script: #rstats

GitHub - r-lib/Rapp: Build CLI applications in R
Build CLI applications in R. Contribute to r-lib/Rapp development by creating an account on GitHub.

«Reproduce it yourself: show that #xAI's #Grok Build CLI uploads your entire repository — every tracked file plus full git history — to xAI's cloud (POST /v1/storage, routed to the GCS bucket grok-code-session-traces), independent of what the agent reads, and that turning off "Improve the model" …

A Java Geek weekly 157
Security Baked Into the JVM. How People Actually Use Claude. The Findings Were Surprising. 13 years of blogging. The lazy way to SSH into your computers. 10 Popular Security Practices That Do Harm. Half the AI agents in production are if-statements with a GPU bill. 10 Modern CLI Tools You Should Try in 2026. Where Sensitive Data Hides in OpenTelemetry Pipelines, and How to Find It. Why I recommend Renovate over any other dependency update tools.

OpenAI announces new features for Codex, including reusable cloud development environments, a refreshed Codex CLI, a new code review experience, and more (Sarah Perez/TechCrunch)
https://techcrunch.com/2026/09/29/openai-gives-codex-r…

OpenAI gives Codex reusable cloud environments that work across devices | TechCrunch
OpenAI is expanding Codex with reusable cloud development environments, a revamped CLI with voice controls, new code review tools and a security-focused product for scanning repositories and preparing fixes.

Between rclone connecting to OneDrive and now ProtonDrive CLI, I can actually do some backing up. I just have to come up with a real plan. Something like "backup from A to B every X, only work from storage A" Will I do that? Or just fart around doing nothing until the next time I accidentally delete all my graduate class work? That sounds more likely.

🌍 Optional remote access via #Tailscale serve, keeping the server bound to loopback behind an authenticated HTTPS proxy
🔒 No OAuth tokens are copied into project data — config lives in data/accounts.json, tokens stay in their CLI directories

⭐ Starred a repository

eliheuer/img2bez
Trace raster images to font-ready bezier outlines — Rust library and CLI tool.
github.com/eliheuer/img2bez

GitHub - eliheuer/img2bez: Trace raster images to font-ready bezier outlines — Rust library and CLI tool. · GitHub
Trace raster images to font-ready bezier outlines — Rust library and CLI tool. - eliheuer/img2bez

OpenAI releases an "early" version of the open-source Codex Security CLI for scanning repositories, verifying fixes, adding CI/CD security checks, and more (@openai)
https://x.com/openai/status/2082263717916586117

OpenAI (@OpenAI) on X
We quietly released the open-source Codex Security CLI, but Hacker News found it before we had a chance to share it here... You can now use it to scan repositories, track findings across runs, verify fixes, and add security checks to CI/CD. This is an early release, and we're

Grok Build CLI uploads your whole repo — full git history .env secrets — to xAI's cloud, and the opt-out doesn't stop it (wire-captured)
https://www.reddit.com/r/LocalLLaMA/comments/1ut7tis/grok_build_cli_uploads_your_whole_rep…

finally making some progress on intrastate, my stateless state machine
https://github.com/cwensel/intrastate

GitHub - cwensel/intrastate: A Go CLI for explicit, reviewable, deterministic workflow state transitions.
A Go CLI for explicit, reviewable, deterministic workflow state transitions. - cwensel/intrastate

Am starting a series of blog posts on design and implementation of a AI Harness - based on the one from Fisk AI https://choria.io/fisk-ai
Will cover all the bits from what it is (todays post) to cover the loop, tools, memory, context, session history and more.
First post here

We updated to Forgejo 16.
Also, we:
- are nearing 100 users
- have redesigned our front page
- have silently launched our first managed actions runner
- overhauled some backend systems
- are working on a gh style cli
- are working on a better blog
- are working on package repositories
Curious? Stop by at https://o…

OpenCommit: Build. Push. Deploy.
OpenCommit is a free, open source alternative to GitHub for open source projects by the OpenCommit Foundation.

🔐 #OpenTunnel is a CLI and SDK that creates end-to-end encrypted public URLs for apps running on your machine. A blind TLS tunnel on #Cloudflare from the team behind #opencode: the relay…

RE: https://mastodon.bsd.cafe/@sntx/117122434019333972
haha - and this is why us mere mortals stick to the sunny, open GUI uplands and hide from from the CLI crevasses.

🖥️ Standalone CLI: npx impeccable detect scans directories, HTML files or live URLs via #Puppeteer, with JSON output for CI and per-file inline waivers
📦 Install via npx impeccable install, a git submodule, or the plugin marketplace. Works with Cursor, Claude Code, Gemini CLI, Codex CLI, Grok Build, OpenCode, Pi, Kiro, Trae, Rovo Dev and Qoder. Apache 2.0, 48.1k stars
🌐

for those interested in such things, Arcaneum now has an install subcommand that will add a watcher to a directory and reindex any changed files once committed.
you can keep a markdown knowledge base up-to-date async behind the scenes
in the repo, but not released
https://github.com/cwensel/arcaneum

GitHub - cwensel/arcaneum: CLI tools and Claude Code plugins for semantic and full-text search across code, docs, and technical references.
CLI tools and Claude Code plugins for semantic and full-text search across code, docs, and technical references. - cwensel/arcaneum

Researchers found sandbox escapes or boundary bypasses in Cursor, Codex, Gemini CLI, and Antigravity by writing files trusted tools later use; most are patched (Ax Sharma/BleepingComputer)
https://www.bleepingcomputer.com/news/securi…

This week's climate progress: Nine U.S. states now allow renters to plug in balcony solar panels, making clean energy accessible to millions more people.
A record 20 GWh of battery storage went live in one quarter, backing up wind and solar across the country.
Australia approved a 200 MW compressed air storage project to prevent blackouts.
Real solutions, scaling now.
Sign up for the weekly For People And Planet climate solutions digest:
https://www.forpeopleandpla.net/weekly-climate-solutions-digest-34/?utm_source=bri-mastodon&utm_medium=social&src=mstdn

🧩 Architecture: a Cloudflare Worker routes by SNI, one Durable Object per tunnel holds the bridge WebSocket, a Workflow issues certificates. Inbound TCP runs on temporary #AWS relays until the Cloudflare Spectrum TCP Workers beta lands
🛠️ #Rust CLI plus a

Created a music organizer/downloader using beet, navidrome and slskd. I was doing meta tag edits manually through CLI and that was such a pain. Especially album art. Now I can easily find albums I am missing by checking MusicBrainz via api and sending that album (or just songs) to slskd all through a GUI. Fun project.
#programming

DoorDash launches a limited beta of DoorDash CLI, which lets users place orders via an AI agent, available by waitlist to macOS developers in the US and Canada (Sarah Perez/TechCrunch)
https://techcrunch.com/2026/07/16/yes-you-can-now-order-doordash-fr…

Yes, you can now order DoorDash from the command line | TechCrunch
DoorDash is opening a limited beta of dd-cli, a command-line tool that lets developers and AI agents search stores, build carts, and place orders from the terminal, marking another step toward software designed for AI agents instead of just humans.

I want like a pastebin but for static sites.
You point a CLI at a directory and you get random.example.com afterwards.
Should support wildcard certs from LE
Ideally self hosted - and S3 backed so the service can run ephemeraly with just a SQLite index to site maybe
This seems like a thing they should exist yet can’t find it?

Ooh, I see #Proton has released an official Proton Drive CLI client for Linux. Given that rclone has always been slightly shonky with its Proton support, this should be very useful indeed.
https://proton.me/support/drive-cli

🛠️ Supported harnesses: #ClaudeCode, Claude Desktop, #Codex (ChatGPT app and CLI), #OpenCode and Pi. Settings and logins stay as they are, nothing new to learn, and switching back to the nati…

ptrclassify is a small, dependency-free Python library and CLI that infers likely IP usage and location from reverse-DNS PTR hostnames.
Version 0.3 released including new rules and CSV tool.
#ptrclassify #infosec #cybersecurity
🔗 https://github.com/adulau/ptrclassify

🤖 #BrowserAct is an open-source browser automation CLI built for #AIagents — real browsers, anti-bot bypass and human handoff when the agent gets stuck #opensource

We just launched ForgePort - a CLI tool that migrates repositories from GitHub to OpenCommit (or any Forgejo-based forge).
Migrate one repo or bulk-migrate a whole user/org, pick what moves (issues, PRs, milestones, wiki, releases), and dry-run first with -dryrun. Written in Go, EUPL-1.2 licensed.
Read more: https://openco…

At this point, I started to look deeper at performance. Compute instance startup was taking over 30 seconds, and each generation propagation was about 55-75 seconds
I worked this from a few angles:
- parallelize actions (health checks, integrity checks, propagation initiation, and terminating ancestors) [30% gain]
- rebuild and reduce the AMI below Ubuntu minimal to fit in 2GiB EBS volumes (reduced cost and increased speed by also bundling the glider daemon and boto3 SDK in the AMI) [30% gain]
- switched from AWS CLI to boto3 SDK [5-10% gain]
- switched from CloudFormation creation stacks to using EC2 API directly with LaunchTemplate [under 5% gain total, surprisingly, but the time to initial instance startup is faster so I might be able to do better somewhere here]
- WIP: further refactoring of the daemon propagation steps especially around initial health/integrity checks
I still think I'm missing something major that's extending propagation times, despite benchmarking phases through several trials
I also optimized for cost (reduced DDB calls, abandoned KMS, reduced log & audit retention to the latest run, etc), and it's about a penny for a 10 generation run (and it scales sublinearly, mostly, since the instances are terminated afterwards)

Holy hell I want to like rayfish VPN but the CLI design is horrific

HarnessTax: How Much Does the #Harness Matter for #CodingAgents?
https://harnesstax.github.io/

SpaceXAI open-sources Grok Build under an Apache 2.0 license after the tool had uploaded user repositories to a Google Cloud bucket, causing a severe backlash (Simon Willison/Simon Willison's Weblog)
https://simonwillison.net/2026/Jul/15/grok-build/

Been experimenting with KiroCrew which is AWS' response to the various OpenClaw like loop meta harnesses. I’ve been enjoying it overall, especially when working on AWS-related projects. KiroCrew itself is Open Source, but it leverages other parts of Kiro to do the work that are not OSS.
https://dev.to/aws-builders/billing-kiro-cli-and-my-kirocrew-agent-to-the-company-aws-account-via-iam-identity-center-4ji7

🪶 A single ~8 MB daemon binary, no containers, no VM, no #Electron — just native processes managed for you
🛡️ Setup elevates exactly once; the daemon, CLI and GUI never run as root afterwards

Trying out Claude Code CLI for the first time in awhile. It's got decent sandboxing now but the first thing the agent asked me was to install a Chrome extension so it could use my browser. LOLOLO.

Pushed up some new examples on how to use intrastate for declaring/managing state transitions
https://github.com/cwensel/intrastate/blob/main/docs/examples.md
Of specific interest is using it to read and update "state" in a markdown document. For e…

intrastate/docs/examples.md at main · cwensel/intrastate
A Go CLI for explicit, reviewable, deterministic workflow state transitions. - cwensel/intrastate

Researcher: SpaceXAI's Grok Build CLI uploaded user repos to a Google Cloud Storage bucket; uploads have now stopped and Musk says prior uploads will be deleted (Connor Jones/The Register)
https://www.theregister.com/ai-and-ml/2026

Musk promises purge after Grok Build caught sending entire repos to the cloud
Researcher confirms the uploads have stopped, but says xAI's privacy command was not what fixed them

📋 #croc is a CLI tool that transfers files and folders between any two computers, with end-to-end encryption #opensource #golang

It's been a while since I had bother with my Wordpress but today I had a visit from the wp2shell exploit. I saw additional "garbage" output on both the website frontend and the admin login page. A rogue plugin had been added, and I also had a new admin user. I've removed those and upgraded to newest wordpress (wp cli allows upgrade within your current major version if needed). Be careful out there, folks.

Australia launched its first offshore wind auction to build gigawatt-scale projects.
A Colorado school now runs as a net-zero resilience hub—solar, batteries, heat pumps—cutting bills while providing community backup power.
The UK opened grants for ultra long duration energy storage to balance renewables without gas.
Sign up for the For People And Planet climate solutions digest:
https://www.forpeopleandpla.net/weekly-climate-solutions-digest-35/?utm_source=bri-mastodon&utm_medium=social&src=mstdn

Decode-Time Grammars: Constrained LLM Generation over a Refinement Order of Grammar Fragments
Shuoming Zhang, Ruiyuan Xu, Haofeng Li, Qiuchu Yu, Yangyu Zhang, Chunwei Xia, Xiaobing Feng, Chenxi Wang, Huimin Cui, Jiacheng Zhao
https://arxiv.org/abs/2607.18357 https://arxiv.org/pdf/2607.18357 https://arxiv.org/html/2607.18357
arXiv:2607.18357v1 Announce Type: new
Abstract: Large language models now write a growing share of the world's code, increasingly inside agents and serving systems that compile, execute, or dispatch generated code without line-by-line review. This works well for mainstream languages but remains brittle for low-resource programming surfaces such as domain-specific languages, custom library APIs, and command-line tools. Even under grammar-constrained decoding, a model can still produce references invalid in the current environment: a buffer never declared, a column absent from the schema, a function the library does not provide, or an unsupported CLI option.
This paper introduces decode-time grammars: grammar fragments instantiated during generation from a runtime environment Gamma. A region-specific policy selects a fragment for each hole, and a tightening operator replaces open reference positions with Gamma-typed slots whose candidates are exactly the names, fields, APIs, or options available at that point. Newly generated declarations enter Gamma before later regions are decoded, so the constraining grammar can depend on the prefix already generated. This ensures not only grammatical correctness but also semantic correctness, by preventing references to undefined symbols.
We formalize grammar fragments as environment-indexed grammars ordered by refinement, prove No-Ghost soundness for Gamma-slotted fragments, show that refinement preserves this support-set guarantee, and characterize the boundary of mask-enforceable properties. We implement the approach in gproj with offline grammar induction and online policy resolution. Across TileLang, SQL, and P4, with models from 0.6B to 236B parameters, gproj eliminates ghost references by construction at moderate overhead over standard constrained decoding.
toXiv_bot_toot

🧠 Routing strategies: LLM-as-classifier, signal-driven stage router, escalation router (weak tier first, a judge decides whether to escalate), random split for A/B tests, or a custom algorithm you write yourself
🚀 Launcher path: uv tool install "nemo-switchyard[cli]", then switchyard launch claude --model switchyard to point #ClaudeCode, Codex CLI or OpenClaw at an open-sou…

📊 Request logging lets you inspect authenticated traffic to monitor and diagnose agent behavior
⚙️ Single #Go binary acting as server and CLI: API on port 14321, proxy on 14322, #SQLite by default, #PostgreSQL

This week: Bangladesh mandates solar charging for millions of electric rickshaws, cutting air pollution and grid pressure.
Algoma Steel replaces coal furnaces with electric arc furnaces, slashing steel emissions.
Gateshead taps warmth from old coal mines to heat buildings and lower bills.
Sign up for the For People And Planet climate solutions digest:
https://www.forpeopleandpla.net/weekly-climate-solutions-digest-35/?utm_source=bri-mastodon&utm_medium=social&src=mstdn

🔌 Point standard AWS clients at http://localhost:4566. Existing credentials, regions, SDKs, CLI commands and IaC workflows stay exactly as they are.
⚡ The native image starts in milliseconds and keeps idle memory low, which makes it practical for local development and CI pipelines.

Hmmm it doesn't seem to have any built-in sync or comparison functionality. Given that I imagine most people's primary requirement will be to keep on-device files in sync with in-cloud files, that seems a major omission.
Yes of course you could script around the CLI to implement that functionality (and I probably will until a full-featured Proton Drive Linux client comes out) but it's such an obvious feature to add in.
#ProtonDrive #Proton

📦 Install from source with cargo install --locked --git https://github.com/Automattic/harper.git harper-cli, or via scoop on Windows.
🌐 https://

🧩 Harper 2.0 changed how harper.js loads its #WebAssembly binary: instead of one import from the main module, there are four specialized modules, which makes tree-shaking work and bundles smaller.
🖥️ harper-cli adds commands like lint, parse, spans, metadata, forms and nominal-phrases for debugging and CI checks.

🌍 Floci is a family: #floci for AWS on port 4566, floci-gcp on 4588, floci-az on 4577 and floci-oci on 4599 — one container per cloud, one port each, no telemetry. A CLI and an AWS-Console-style local UI round it out.
📌 #LocalStack's community edition sunset in March 2026, requiring…

🐳 #BoltDB metadata store, #Docker image, standalone CLI tool, YAML config, AGPL-3.0 licensed
https://github.com/Kodiqa-Solution…

📊 Local-first dashboard for #Codex CLI and #ClaudeCode usage limits #opensource #nodejs

⚡ Code base instead of CLI base: browser capabilities are exposed as JavaScript functions the agent calls directly, composing a multi-step task into a single snippet instead of a "call, look, call again" loop
🚀 Benchmarked against Vercel's agent-browser on four complex automation tasks: up to 2.5× faster with substantially fewer tokens and far fewer tool calls

Weekly Climate Solutions Digest #36!! 💖🌊✨
#climatesolutions #climatechange #philosophy #newsletter #climateaction

⚙️ Install via curl script or cargo install stepshots-cli (needs Chrome/Chromium); GitHub Action for verify and tour-check; embed via JS snippet, web component or iframe; MIT licensed
🌐 https://github.com/hauju/stepshots

📋 #ClaudeCode ships with a built-in cron scheduler. #Codex CLI does not. So I built one myself — one skill file plus one #Python helper, no daemon, no service, no queue

📋 #Stepshots is an open-source toolkit for recording interactive product demos — CLI, #Chrome extension, #React SDK and a live guided-tour player

📸 Kernel-level customization produces page Snapshots that hold up on deeply nested iframes, where other approaches break down
🔧 ego-browser is the connection layer for any agent CLI (#ClaudeCode, #Codex, #Cursor or custom) exposing snapshot, fill, click, wait, navigate and capture

⚠️ 429 and 503 responses including Retry-After are surfaced as readable errors instead of raw HTTP failures.
🔧 Built with #LaravelZero. Install via composer global require jeffersongoncalves/plump-cli or grab the #PHAR from the releases page. MIT licensed.
🌐

🔍 #Hunk is a review-first terminal diff viewer for agent-authored changesets #opensource #git #cli

Nine U.S. states just made balcony solar legal for renters—plug in, cut bills, no permits needed.
Mitsubishi launched all-electric refrigeration for battery trucks, ditching diesel engines in cold-chain delivery.
An Australian paper mill is testing solar-charged hot bricks to replace gas for industrial heat.
Real solutions, happening now.
Sign up for the For People And Planet climate solutions digest:
https://www.forpeopleandpla.net/weekly-climate-solutions-digest-36/?utm_source=bri-mastodon&utm_medium=social&src=mstdn

Tumult macOS Plugin Announcement
#mastodon #tumult #zsh
If you're using a Mac, check out https://
github.com/unixorn/tumult.plugin.zsh
It's a collection of scripts I've accumulated over the years that lets you control some of your Mac's behavior from the CLI.
You don't need a ZSH framework to use it - the framework code just adds the repo's bin directory to your $PATH automatically. If you're not using a framework, add it's bin directory to your $PATH.
#mac #macos #apple #zsh

🇺🇦 #NowPlaying on #KEXP's #DriveTime
Clipse & Kendrick Lamar:
🎵 Chains & Whips
#Clipse #KendrickLamar
https://djbiggh.bandcamp.com/track/clipse-ft-kendrick-lamar-chains-whips-dj-bigg-h-redrum-dirty
https://open.spotify.com/track/3znSvEwBq09We4cxxmwlZM

I just released ptrclassify is a small, dependency-free Python library and CLI that infers likely IP usage from reverse-DNS PTR hostnames.
It is intentionally heuristic and multi-label. PTR naming is operator-controlled and is not authoritative evidence of how an address is actually used. The output therefore includes a confidence score, the text that matched, and the rule IDs that produced each label.
To summarize, the library is trying to guess usage (and a bit location) of an IP address based on its PTR records. It's based on a set of rules which can be updated easily.
#osint #cybersecurity #ptrclassify #opensource #dns
https://github.com/adulau/ptrclassify
module https://pypi.org/project/ptrclassify/

🖥️ Runs on 14 agent hosts: #ClaudeCode, #Cursor, #Codex, #Kimi Code CLI,

📊 Install with npx skills add tt-a1i/archify -g for #ClaudeCode, #Cursor, #Codex CLI and #opencode

Weekly Climate Solutions Digest #34!! 💖🌊✨
#climatesolutions #climatechange #philosophy #newsletter #climateaction

Weekly Climate Solutions Digest #35!! 💖🌊✨
#climatesolutions #climatechange #philosophy #newsletter #climateaction

Weekly Climate Solutions Digest #38!! 💖🌊✨
#climatesolutions #climatechange #philosophy #newsletter #climateaction

Weekly Climate Solutions Digest #37!! 💖🌊✨
#climatesolutions #climatechange #philosophy #newsletter #climateaction