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Developer Corner

Libraries, infrastructure, open-source projects, and tools for people who build software.

Visual leads · 2026-10-27

Eight from today

Complete 104-card shelf
Landing-page snapshot of forgeout.xyz Observed 2026-10-27 Forgeout: circuit optimization with equivalence proofs forgeout.xyz

A browser-based tool that optimizes small logic circuits, checks that they remain equivalent, and prepares tape-out export files.

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Landing-page snapshot of apifacts.dev Observed 2026-10-27 apifacts: a changelog for API reality apifacts.dev

An open registry of verified facts about what APIs, SDKs, and command-line tools actually do, with tools for agents and developers to check it.

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Landing-page snapshot of wildfiredata.dev Observed 2026-10-27 Wildfire Data, with files you can cite wildfiredata.dev

An open API and set of downloadable datasets combine satellite fire detections with official incident records, perimeters, and smoke-plume data.

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Landing-page snapshot of make-mcp.net Observed 2026-10-27 make-mcp turns project documentation into MCP servers make-mcp.net

An open-source CLI that generates local MCP servers from documentation, API specs, or source repositories for use with coding agents.

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Landing-page snapshot of silentzero.ooo Observed 2026-10-27 Silent Zero OS puts the agent below the safety loop silentzero.ooo

A working paper proposes a minimal, formally verified real-time OS architecture for running untrusted AI agents, with authority constrained by human-granted capabilities.

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Landing-page snapshot of resworb.org Observed 2026-10-27 resworb turns AI prompts into local, single-file apps resworb.org

A free, open-source app for macOS and Linux that runs AI-written HTML tools against files on your computer, with permission prompts before file access.

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Landing-page snapshot of twokey.online Observed 2026-10-27 Twokey puts a human approval seal on AI payments twokey.online

Twokey presents an approval layer for AI agents that make payments, routing routine transactions, risky changes, and rule-breaking proposals into different lanes.

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Landing-page snapshot of subpoena.dev Observed 2026-10-27 Subpoena: Trace-native testing for OpenTelemetry subpoena.dev

Subpoena reuses TraceQL assertions across unit tests, integration checks, and production alerts for OpenTelemetry-instrumented code.

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Complete daily shelf · Developer Corner

All 104 cards from 2026-10-27

The eight visual leads appear above; the remaining 96 continue here in their published shelf order.

Landing-page snapshot of blueprintdeck.dev Blueprint Deck Kit turns docs into an interactive map blueprintdeck.dev

An open-source agent skill converts documentation or code into a single HTML presentation with a pan-and-zoom map, guided tour, personas, tabs, editing, and PDF export.

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Landing-page snapshot of agenttheatre.dev Agent Theatre stages coding-agent sessions agenttheatre.dev

A CLI tool that turns a Claude Code session into an animated scene mapped onto its repository.

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Landing-page snapshot of climatedata.dev Climate Data, county by county climatedata.dev

A collection of monthly climate and atmospheric datasets, available as downloadable files or through an open API.

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Landing-page snapshot of economicdata.dev Economic Data, with versions you can cite economicdata.dev

A set of U.S. regional and international economic datasets, available as plain files and through a linked API.

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Landing-page snapshot of hardhub.dev Hard Hub’s open-hardware index hardhub.dev

A searchable catalog of ways to add local control, custom firmware, and other capabilities to devices you own.

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Landing-page snapshot of programlab.blog ProgramLab: teaching agents to rebuild real programs programlab.blog

A research dataset of 1,262 program-reconstruction environments for training and evaluating coding agents with reinforcement learning.

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Landing-page snapshot of sonore.dev Sonore SDK: audio plugins across formats, with agent tooling sonore.dev

An open-source C++17 framework for building audio plugins and apps across desktop, mobile, and web targets.

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Landing-page snapshot of stablebar.app StableBar, a configurable macOS menu bar stablebar.app

A free, open-source menu bar app for macOS that lets users arrange widgets, themes, popups, and workspace controls.

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Landing-page snapshot of tikoci.dev TIKOCI: a RouterOS toolkit with an AI side door tikoci.dev

An open-source toolkit for MikroTik RouterOS, spanning editor support, browser tools, API schemas, virtualization, containers, and AI integrations.

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Landing-page snapshot of ax-engine.app AX Engine’s Mac inference benchmark board ax-engine.app

A Mac-first Apple Silicon inference runtime that uses speculative decoding and offers a self-hosted, OpenAI-compatible endpoint.

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Landing-page snapshot of eolradar.dev EOL Radar tracks the cloud bills hiding at the end of support eolradar.dev

A public tracker for cloud-service end-of-support dates, extended-support fees, and version deadlines across AWS, Google Cloud, and Azure.

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Landing-page snapshot of motty.page Motty puts SSH, file transfer and remote desktops in one native workspace motty.page

Motty presents a desktop SSH workspace that combines terminal sessions, file transfers, port forwarding, VNC and RDP remote desktops, and optional AI assistance.

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Landing-page snapshot of commonboard.dev Commonboard gives AI agents a board to work on commonboard.dev

A local whiteboard where Codex, Claude Code, and other agents can create cards, plans, and live pages for people to review and edit.

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Landing-page snapshot of dotpen.app dotPen: Reviewing AI-Written Markdown on Mac dotpen.app

A free Mac Markdown viewer for following what Claude Code, Codex, and Cursor write, tracking edits, and sending inline comments back.

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Landing-page snapshot of harbor.onl Harbor, a control panel for your own server harbor.onl

Harbor presents a self-hosted panel for managing websites, email, DNS, databases, backups, security, and Git deployments on a Linux server.

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Landing-page snapshot of kinetiforge.dev KinetiForge connects AI to physical-product engineering tools kinetiforge.dev

KinetiForge presents a workspace for designing physical products across CAD, electronics, PCB layout, and firmware, with an AI assistant working through engineering tools.

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Landing-page snapshot of podvault.dev PodVault: A personal archive for podcasts podvault.dev

PodVault is a self-hosted tool that downloads podcast episodes, organizes them on disk, and serves your archive through feeds you can use in podcast apps.

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Landing-page snapshot of shipthis.xyz ShipThis sends Godot games to the app stores without a Mac shipthis.xyz

A command-line tool that builds Godot games in the cloud and helps prepare them for iOS and Android publishing.

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Landing-page snapshot of unbland.dev unbland’s installable website effects unbland.dev

A collection of interactive effects for websites, with live specimens and installable free and paid options.

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Landing-page snapshot of varde.games Varde: game servers shared across friends varde.games

Varde is an open-source tool for hosting game servers across a friend group's own computers, with replicated saves and automatic failover.

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Landing-page snapshot of agentsessionrecord.org Agent Session Record: a draft format for agent work agentsessionrecord.org

A public, vendor-neutral draft specification for recording the events and outcomes of an AI agent session.

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Landing-page snapshot of arimalabs.xyz Arima’s small-farm harvest rover arimalabs.xyz

Arima is developing a per-acre harvesting robot for small soybean and pulse plots in Maharashtra; its current rover is a simulation, not field hardware.

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Landing-page snapshot of blackholeharness.dev BlackHole-Harness: fitting open models to local hardware blackholeharness.dev

A command-line workflow for pruning, distilling, and quantizing open-weight models into GGUF files intended to run on local machines.

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Landing-page snapshot of crewline.space Crewline AI puts coding agents in a Telegram crew crewline.space

An open-source tool that routes Telegram task requests to AI coding agents running on GitHub Actions, then brings their pull requests back for human review.

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Landing-page snapshot of dovre.dev Dovre’s self-hosted engineering cockpit dovre.dev

An open-source dashboard for pull requests, deployments, coding agents, and operations, available to self-host or use through Dovre Cloud.

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Landing-page snapshot of drylab.app Drylab: cell experiments before the bench drylab.app

Drylab describes an in-silico platform for ranking gene knockouts and drug screens before wet-lab work.

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Landing-page snapshot of evidence.contact evidence.contact keeps a receipt for paid agent work evidence.contact

The site presents 402Mob, a toolkit for retaining paid API results, reconciling USDC payments on Base, and letting agents recover what they bought.

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Landing-page snapshot of fixthepipeline.dev Fix the Pipeline turns AI architecture into scored exercises fixthepipeline.dev

A browser-based practice site for solving short AI architecture problems involving caching, model selection, context, and cost control.

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Landing-page snapshot of gekkotron.app Gekkotron, from firmware to phone gekkotron.app

A freelance developer’s portfolio of local-first home-automation software, Android apps, and ESP32 firmware.

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Landing-page snapshot of hookwright.site Hookwright, the Uniswap hook-building agent hookwright.site

Hookwright presents an AI agent that turns plain-language rules into Uniswap v4 hooks, tests them against a forked pool, and prepares them for deployment.

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Landing-page snapshot of kabul.dev Kabul puts coding agents in one workbench kabul.dev

Kabul is a free, open-source macOS app for running multiple coding agents in parallel, each in its own Git worktree.

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Landing-page snapshot of keyrobot.app Key Robot automates API-key rotation keyrobot.app

Key Robot uses GitHub Actions to rotate supported API keys on a schedule, check that an app still works, and replace the old key if a change fails.

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Landing-page snapshot of kuizer.app kuizer: Trash, not rm kuizer.app

A terminal and desktop utility for finding build output, development caches, and duplicate files, then moving selected items to the trash.

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Landing-page snapshot of limitcast.dev limitcast and Claude Code’s 102.7k-token head start limitcast.dev

A local CLI that measures Claude Code’s startup context, forecasts usage-limit runouts, and offers trimming and subagent controls.

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Landing-page snapshot of livinginacat.world Living in a Cat World: an open build journal livinginacat.world

An open journal documents a planned robot that would let an AI see and physically use an iPhone.

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Landing-page snapshot of metermydata.store MeterMyData puts a meter on repeated data metermydata.store

A free, local tool that measures repeated data in HAR files, live traffic, or saved files.

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Landing-page snapshot of mincoffical.codes Mincoffical’s pocket-to-terminal tool shed mincoffical.codes

A maker’s portfolio of AI agents, Apple Shortcuts, coding tools, and model experiments, with each project linked from its own subdomain.

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Landing-page snapshot of nubi.chat Nubi gives agents a room to remember nubi.chat

Nubi is an open-source, self-hosted coordination tool where AI agents share rooms for messages, handoffs, and working context.

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Landing-page snapshot of perfr.dev Orbit — profile a running program perfr.dev

Orbit profiles an already-running program, recording a live timeline that can be inspected in a browser.

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Landing-page snapshot of plain-browser.app Plain Browser keeps Chromium’s privacy tradeoffs visible plain-browser.app

An early Windows Chromium fork that removes Google services, bundles ad and tracker blocking, and keeps Manifest V2 extensions working.

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Landing-page snapshot of postvibe.work PostVibe’s rescue service for vibe-coded apps postvibe.work

PostVibe offers external security scans and fixed-scope repair work for apps built with tools such as Lovable, Cursor, Bolt, and Replit.

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Landing-page snapshot of protostatis.dev protostatis: browser infrastructure with a human brake protostatis.dev

An independent project portfolio for browser infrastructure used by agents, from Chrome-free web discovery to a local browser workspace.

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Landing-page snapshot of pull-request.link pull-request.link turns PRs into video cards pull-request.link

It turns a public GitHub pull request into a short video preview, while the link still opens the original PR.

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Landing-page snapshot of pyhss.org PyHSS, an open-source LTE subscriber server pyhss.org

PyHSS is a Python-based Home Subscriber Server for LTE and IMS networks, with related EIR and PCRF functions, a REST API, and support for 2G/3G Osmocom components.

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Landing-page snapshot of quillolang.org Quillo: a web language in one binary quillolang.org

Quillo is a web programming language that puts routes, request patterns, pipelines and HTML-like components into its syntax.

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Landing-page snapshot of rowdeck.app RowDeck’s iPhone MySQL incident console rowdeck.app

RowDeck describes an iPhone app for monitoring MySQL and MariaDB and investigating database incidents remotely.

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Landing-page snapshot of rurueditor.org Ruru, a terminal editor with a Ruby command layer rurueditor.org

Ruru is a terminal text editor whose commands and keybindings can be customized in Ruby, while a Rust core manages the text.

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Landing-page snapshot of teamonly.dev TeamOnly puts AI-built internal tools behind a company login teamonly.dev

A deployment service for apps made with coding agents, offering a one-command deploy and sign-in restricted to coworkers.

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Landing-page snapshot of tomte.run Tomte: one-job agents in Go tomte.run

Tomte is a Go toolkit for building small agents that run on a schedule or on demand, with limits on steps, time, memory, and model costs.

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Landing-page snapshot of toolsfordevs.app Tools for Devs’ Claude and Codex reset tracker toolsfordevs.app

A live tracker for extra Claude and Codex usage-limit resets, with a reset log, source-linked announcements, and rough estimates of the next reset.

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Landing-page snapshot of toomuchsmart.net Too Much Smart: apps, games, and no client work toomuchsmart.net

An independent North Carolina studio’s portfolio of self-run apps and games, including an image-cropping tool, a to-do list app, and a multiplayer strategy game.

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Landing-page snapshot of usepanorama.dev Panorama puts coding agents on an infinite canvas usepanorama.dev

A free, open-source desktop app for arranging coding-agent terminals, notes, code, and diffs as tiles on a persistent workspace.

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Landing-page snapshot of wildlifebench.org WildlifeBench’s Camera-Trap Model Comparison wildlifebench.org

A public benchmark compares AI species-identification configurations on 790 expert-verified camera-trap events.

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Landing-page snapshot of ytan.dev Ytan gives a whole page one living background ytan.dev

A shader-based background tool for web pages, with selectable looks and a coding-agent workflow for designing and placing them.

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Landing-page snapshot of adorably.dev Adorably’s pocket fairy for Claude Code adorably.dev

Adorably is a Claude Code beta that matches developer perks to packages and project configuration on the developer’s machine.

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Landing-page snapshot of debrowser.app Debrowser wants to put DevTools on your iPhone debrowser.app

An in-development browser for iPhone and iPad that proposes built-in tools for inspecting pages on the device itself.

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Landing-page snapshot of echo-browser.app Echo keeps the Arc workflow in view echo-browser.app

An independent browser project aims to carry Arc’s workflow forward, with a Rust interface on Chromium; the site says it remains in development.

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Landing-page snapshot of finalcode.app Final Code: device testing with a build-by-build trail finalcode.app

Final Code is a Mac app for building, installing, and testing apps across real phones, simulators, and emulators.

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Landing-page snapshot of getmcpify.app MCPify puts AI assistants on a Shopify leash getmcpify.app

MCPify connects AI assistants such as Claude, Cursor, and Codex to Shopify stores, with controls over what each connection can read or change.

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Landing-page snapshot of mudcrab.dev A Skyrim engine built for the world beyond the loading screen mudcrab.dev

Mudcrab is an open-source Rust and Bevy engine project aiming to rebuild Skyrim Special Edition’s runtime around streamed worlds and mod-friendly systems.

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Landing-page snapshot of nkips.org NKIPs: No-KYC Improvement Proposals nkips.org

An open, vendor-neutral standards project for checking claims made by no-KYC swaps, services, and tips without trusting the operator or surrendering privacy.

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Landing-page snapshot of operatorverified.org Operator Verified: human-backed checks for agents operatorverified.org

An open-source program developing ways to check whether a human has attested to operating an AI agent.

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Landing-page snapshot of spendctl.dev spendctl puts a spending policy between AI agents and paid APIs spendctl.dev

A developer tool that describes a sidecar for setting budgets, holding requests for human approval, and recording AI agents’ paid API calls.

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Landing-page snapshot of tokendoctor.dev Token Doctor checks where Claude Code’s tokens go tokendoctor.dev

An open-source Claude Code plugin for inspecting token use, auditing configuration, and proposing settings changes.

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Landing-page snapshot of usesetup.app Setup: self-hosted apps without the setup slog usesetup.app

Setup helps people find apps and run them on a server they choose, from a home device to a cloud provider.

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Landing-page snapshot of varension.org Runic Wiki: block-pattern magic for Minecraft varension.org

Documentation for a Spigot and Paper system where players build block patterns to cast spells.

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Landing-page snapshot of agenticalert.download AgenticAlert puts an AI-use flag on GitHub repositories agenticalert.download

A free userscript that aims to alert GitHub visitors to signs of generative-AI use in a repository.

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Landing-page snapshot of aptlynx.net AptLynx wants to be the tool desk for AI agents aptlynx.net

AptLynx offers a searchable catalog of agent tools and a pilot service for routing capability requests to providers.

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Landing-page snapshot of knowmesh.wiki Knowmesh tests whether AI agents will contribute to a wiki knowmesh.wiki

A research wiki explores whether AI agents can submit sourced edits through REST or MCP—and whether they choose to do so without an explicit instruction to write.

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Landing-page snapshot of masquelang.dev Masque puts a UI language on the Rust workbench masquelang.dev

Masque is a declarative UI language and embeddable runtime for building interfaces in Rust desktop and embedded applications.

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Landing-page snapshot of valknut.run Valknut’s debut CTF weekend puts a new SDU team in the top 6% valknut.run

Valknut is a student CTF and cybersecurity team at SDU Vejle, inviting curious people to learn security through hands-on challenges and competition.

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Landing-page snapshot of cobaltowl.dev Cobalt Owl checks AI-built apps for leaks cobaltowl.dev

A security scanner for apps made with tools such as Lovable, Bolt, Cursor, Replit, and v0, checking what a stranger can see from the outside.

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Landing-page snapshot of fiador.org Fiador's carefully limited bot claim fiador.org

Fiador publishes wallet-signed claims naming Discord bots and lets anyone check the signature and related registry record.

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Landing-page snapshot of gitto.app Gitto brings a full Git client to repositories over SSH gitto.app

A native macOS and Linux Git client that opens remote repositories over SSH, without mirroring them or installing software on the host.

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Landing-page snapshot of graybrain.dev GrayBrain checks who’s still in control graybrain.dev

GrayBrain presents a security layer that checks whether the expected person remains in control before a sensitive digital action.

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Landing-page snapshot of runloft.dev Runloft prices GitHub Actions by the second runloft.dev

A runner service for GitHub Actions that uses fresh microVMs for jobs and bills by the second.

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Landing-page snapshot of tport.space tport.space: S3 storage with the download meter removed tport.space

An S3-compatible object-storage service offering buckets, access keys and public file links, with plans that advertise no egress fees.

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Landing-page snapshot of trywoo.app Woo: a browser for the web and local sites trywoo.app

Woo is an experimental Windows browser for ordinary HTTPS websites and local sites hosted on your own computer.

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Landing-page snapshot of velthos.xyz VelthOS’s TikTok LIVE API velthos.xyz

VelthOS presents an API and dashboard for agencies managing TikTok LIVE access, launches, delivery, and analytics under their own brand.

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Landing-page snapshot of zerodaywatch.org ZeroDay Watch tracks vulnerabilities being exploited now zerodaywatch.org

A vulnerability tracker lets visitors look up CVEs, check a product stack against an exploited-flaw feed, and request email alerts.

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Landing-page snapshot of abaserver.net abaserver: a basement server for friends abaserver.net

A self-hosted hub for a small co-op game server, a downloadable Windows build, a wiki, and an offline-capable browser game.

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Landing-page snapshot of gazmcp.dev WhatsApp history, searchable by an AI agent gazmcp.dev

A read-only MCP server lets an AI agent search and read a user's WhatsApp messages.

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Landing-page snapshot of seal.zone Seal puts API secrets behind a hardware boundary seal.zone

Seal presents a way for applications to use API keys through hardware TEEs, handling sealed blobs instead of raw secrets.

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Landing-page snapshot of tellis.lat Tellis measures post-quantum cryptography against Solana’s byte limits tellis.lat

A Solana-focused primer, in-browser cryptography lab, and scored readiness check for teams assessing post-quantum migration.

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Landing-page snapshot of context-license.org Context License: a machine-readable terms file context-license.org

A proposed JSON format lets publishers expose content access terms, pricing, and payment details at a standard well-known URL.

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Landing-page snapshot of feedshots.app FeedShots turns X posts into shareable images feedshots.app

FeedShots presents a tool for turning public X or Twitter posts and threads into styled images, with REST API and MCP access.

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Landing-page snapshot of ggsa.tech BudgetScan puts a spending cap on code security scans ggsa.tech

BudgetScan is building pay-per-scan security checks for pull requests and merge requests, with a budget and deadline set in a comment.

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Landing-page snapshot of keellabs.dev Keel Labs’ small desktop toolkit keellabs.dev

Keel Labs presents two free desktop apps: a Docker-free local development stack and a Vietnamese input method, both for macOS, Windows, and Linux.

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Landing-page snapshot of partlink.dev PartLink’s parts trail for electronics builds partlink.dev

PartLink presents a place to share electronics and robot projects, follow assembly guides, compare part prices, and find parts from independent stores.

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Landing-page snapshot of stocklake.org Stocklake puts stock research behind an MCP endpoint stocklake.org

Stocklake offers an MCP server that lets compatible AI clients request market data and stock research.

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Landing-page snapshot of cocomud.org CocoMUD, a screen-reader-minded MUD client cocomud.org

CocoMUD is a MUD client designed with screen-reader accessibility in mind; its page lists text-to-speech and Braille messaging among its features.

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Landing-page snapshot of spezado.org spezado: accounting built around events spezado.org

An early-stage, open-source accounting project designed for households, freelancers, companies, and nonprofits.

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Landing-page snapshot of caphlon.dev Caphlon: a 27B model in 6.87 GiB caphlon.dev

A downloadable GGUF build of Qwen 3.8 27B, presented as a way to run a large language model within 8 GB of memory.

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Landing-page snapshot of agentonomy.dev Agentonomy’s proposed maturity map for AI-agent infrastructure agentonomy.dev

A forthcoming, source-linked guide plans to rate how ready the infrastructure for AI agents is, from protocols and identity to payments and security.

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Landing-page snapshot of decagent.dev DecAgent’s Decompiler Readability Study decagent.dev

A research study asks participants to explain decompiled C functions and rate how readable different versions are.

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Landing-page snapshot of discbot.net A Discord bot from one sentence discbot.net

discbot.net says you can describe a Discord bot in plain language, then get code to test in your browser.

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Across the archive

Developer Corner, accumulating

20,606 cards provide an early longitudinal view—not a measure of the whole web.

Category pulse

score + signals · rolling 21 days
Developer Corner score and signal pulse Daily median editorial-interest threads for every category, the category average, and the daily prevalence of ten overlapping signals for Developer Corner over the latest 21 issues. Weird Finds daily median score Oddly Specific daily median score Useful Tools daily median score AI Table daily median score Civic & Public Life daily median score Learning & Exams daily median score Human Services daily median score Global Trade Desk daily median score Food, Events & Hospitality daily median score Commerce Shelf daily median score Content & Blogs daily median score Personal Pages daily median score Local Businesses daily median score Suspicious Gentlemen daily median score Daily average of category median scores Developer Corner daily median score 2026-10-07: Developer Corner median 78.02026-10-08: Developer Corner median 78.02026-10-09: Developer Corner median 78.02026-10-10: Developer Corner median 78.02026-10-11: Developer Corner median 78.02026-10-12: Developer Corner median 78.02026-10-13: Developer Corner median 78.02026-10-14: Developer Corner median 78.52026-10-15: Developer Corner median 78.02026-10-16: Developer Corner median 78.02026-10-17: Developer Corner median 78.02026-10-18: Developer Corner median 78.02026-10-19: Developer Corner median 78.02026-10-20: Developer Corner median 78.02026-10-21: Developer Corner median 78.02026-10-22: Developer Corner median 78.02026-10-23: Developer Corner median 78.02026-10-24: Developer Corner median 78.02026-10-25: Developer Corner median 79.02026-10-26: Developer Corner median 78.02026-10-27: Developer Corner median 78.0 ○ Open 2026-10-07: 99% open across 94 published cards 2026-10-08: 98% open across 55 published cards 2026-10-09: 100% open across 91 published cards 2026-10-10: 99% open across 83 published cards 2026-10-11: 100% open across 68 published cards 2026-10-12: 100% open across 127 published cards 2026-10-13: 100% open across 72 published cards 2026-10-14: 100% open across 86 published cards 2026-10-15: 100% open across 88 published cards 2026-10-16: 99% open across 98 published cards 2026-10-17: 100% open across 91 published cards 2026-10-18: 99% open across 92 published cards 2026-10-19: 100% open across 79 published cards 2026-10-20: 100% open across 78 published cards 2026-10-21: 100% open across 72 published cards 2026-10-22: 100% open across 89 published cards 2026-10-23: 100% open across 90 published cards 2026-10-24: 100% open across 86 published cards 2026-10-25: 100% open across 106 published cards 2026-10-26: 100% open across 77 published cards 2026-10-27: 98% open across 104 published cards ⊠ Login 2026-10-07: 18% login across 94 published cards 2026-10-08: 29% login across 55 published cards 2026-10-09: 24% login across 91 published cards 2026-10-10: 16% login across 83 published cards 2026-10-11: 19% login across 68 published cards 2026-10-12: 17% login across 127 published cards 2026-10-13: 22% login across 72 published cards 2026-10-14: 21% login across 86 published cards 2026-10-15: 16% login across 88 published cards 2026-10-16: 23% login across 98 published cards 2026-10-17: 19% login across 91 published cards 2026-10-18: 16% login across 92 published cards 2026-10-19: 20% login across 79 published cards 2026-10-20: 12% login across 78 published cards 2026-10-21: 18% login across 72 published cards 2026-10-22: 15% login across 89 published cards 2026-10-23: 13% login across 90 published cards 2026-10-24: 9% login across 86 published cards 2026-10-25: 18% login across 106 published cards 2026-10-26: 19% login across 77 published cards 2026-10-27: 22% login across 104 published cards $ Paid 2026-10-07: 20% paid across 94 published cards 2026-10-08: 22% paid across 55 published cards 2026-10-09: 23% paid across 91 published cards 2026-10-10: 17% paid across 83 published cards 2026-10-11: 32% paid across 68 published cards 2026-10-12: 21% paid across 127 published cards 2026-10-13: 31% paid across 72 published cards 2026-10-14: 20% paid across 86 published cards 2026-10-15: 20% paid across 88 published cards 2026-10-16: 21% paid across 98 published cards 2026-10-17: 26% paid across 91 published cards 2026-10-18: 14% paid across 92 published cards 2026-10-19: 23% paid across 79 published cards 2026-10-20: 21% paid across 78 published cards 2026-10-21: 25% paid across 72 published cards 2026-10-22: 28% paid across 89 published cards 2026-10-23: 29% paid across 90 published cards 2026-10-24: 27% paid across 86 published cards 2026-10-25: 23% paid across 106 published cards 2026-10-26: 25% paid across 77 published cards 2026-10-27: 21% paid across 104 published cards † Ads 2026-10-07: 0% ads across 94 published cards 2026-10-08: 0% ads across 55 published cards 2026-10-09: 0% ads across 91 published cards 2026-10-10: 0% ads across 83 published cards 2026-10-11: 0% ads across 68 published cards 2026-10-12: 0% ads across 127 published cards 2026-10-13: 0% ads across 72 published cards 2026-10-14: 0% ads across 86 published cards 2026-10-15: 1% ads across 88 published cards 2026-10-16: 1% ads across 98 published cards 2026-10-17: 1% ads across 91 published cards 2026-10-18: 0% ads across 92 published cards 2026-10-19: 0% ads across 79 published cards 2026-10-20: 0% ads across 78 published cards 2026-10-21: 1% ads across 72 published cards 2026-10-22: 1% ads across 89 published cards 2026-10-23: 0% ads across 90 published cards 2026-10-24: 1% ads across 86 published cards 2026-10-25: 1% ads across 106 published cards 2026-10-26: 0% ads across 77 published cards 2026-10-27: 1% ads across 104 published cards * Pretty 2026-10-07: 100% pretty across 94 published cards 2026-10-08: 96% pretty across 55 published cards 2026-10-09: 96% pretty across 91 published cards 2026-10-10: 99% pretty across 83 published cards 2026-10-11: 94% pretty across 68 published cards 2026-10-12: 98% pretty across 127 published cards 2026-10-13: 99% pretty across 72 published cards 2026-10-14: 97% pretty across 86 published cards 2026-10-15: 91% pretty across 88 published cards 2026-10-16: 98% pretty across 98 published cards 2026-10-17: 95% pretty across 91 published cards 2026-10-18: 98% pretty across 92 published cards 2026-10-19: 94% pretty across 79 published cards 2026-10-20: 99% pretty across 78 published cards 2026-10-21: 97% pretty across 72 published cards 2026-10-22: 98% pretty across 89 published cards 2026-10-23: 98% pretty across 90 published cards 2026-10-24: 95% pretty across 86 published cards 2026-10-25: 97% pretty across 106 published cards 2026-10-26: 97% pretty across 77 published cards 2026-10-27: 95% pretty across 104 published cards ● Pro 2026-10-07: 63% pro across 94 published cards 2026-10-08: 56% pro across 55 published cards 2026-10-09: 62% pro across 91 published cards 2026-10-10: 76% pro across 83 published cards 2026-10-11: 65% pro across 68 published cards 2026-10-12: 64% pro across 127 published cards 2026-10-13: 69% pro across 72 published cards 2026-10-14: 73% pro across 86 published cards 2026-10-15: 66% pro across 88 published cards 2026-10-16: 69% pro across 98 published cards 2026-10-17: 65% pro across 91 published cards 2026-10-18: 73% pro across 92 published cards 2026-10-19: 65% pro across 79 published cards 2026-10-20: 73% pro across 78 published cards 2026-10-21: 69% pro across 72 published cards 2026-10-22: 76% pro across 89 published cards 2026-10-23: 69% pro across 90 published cards 2026-10-24: 70% pro across 86 published cards 2026-10-25: 77% pro across 106 published cards 2026-10-26: 66% pro across 77 published cards 2026-10-27: 60% pro across 104 published cards ◎ Niche 2026-10-07: 100% niche across 94 published cards 2026-10-08: 100% niche across 55 published cards 2026-10-09: 99% niche across 91 published cards 2026-10-10: 100% niche across 83 published cards 2026-10-11: 100% niche across 68 published cards 2026-10-12: 98% niche across 127 published cards 2026-10-13: 100% niche across 72 published cards 2026-10-14: 100% niche across 86 published cards 2026-10-15: 99% niche across 88 published cards 2026-10-16: 99% niche across 98 published cards 2026-10-17: 100% niche across 91 published cards 2026-10-18: 100% niche across 92 published cards 2026-10-19: 100% niche across 79 published cards 2026-10-20: 100% niche across 78 published cards 2026-10-21: 99% niche across 72 published cards 2026-10-22: 100% niche across 89 published cards 2026-10-23: 100% niche across 90 published cards 2026-10-24: 100% niche across 86 published cards 2026-10-25: 99% niche across 106 published cards 2026-10-26: 99% niche across 77 published cards 2026-10-27: 99% niche across 104 published cards ◉ Human 2026-10-07: 9% human across 94 published cards 2026-10-08: 11% human across 55 published cards 2026-10-09: 3% human across 91 published cards 2026-10-10: 5% human across 83 published cards 2026-10-11: 12% human across 68 published cards 2026-10-12: 6% human across 127 published cards 2026-10-13: 11% human across 72 published cards 2026-10-14: 8% human across 86 published cards 2026-10-15: 11% human across 88 published cards 2026-10-16: 6% human across 98 published cards 2026-10-17: 7% human across 91 published cards 2026-10-18: 16% human across 92 published cards 2026-10-19: 5% human across 79 published cards 2026-10-20: 1% human across 78 published cards 2026-10-21: 11% human across 72 published cards 2026-10-22: 2% human across 89 published cards 2026-10-23: 6% human across 90 published cards 2026-10-24: 2% human across 86 published cards 2026-10-25: 2% human across 106 published cards 2026-10-26: 5% human across 77 published cards 2026-10-27: 5% human across 104 published cards ! Risk 2026-10-07: 0% risk across 94 published cards 2026-10-08: 0% risk across 55 published cards 2026-10-09: 4% risk across 91 published cards 2026-10-10: 1% risk across 83 published cards 2026-10-11: 4% risk across 68 published cards 2026-10-12: 4% risk across 127 published cards 2026-10-13: 0% risk across 72 published cards 2026-10-14: 3% risk across 86 published cards 2026-10-15: 1% risk across 88 published cards 2026-10-16: 1% risk across 98 published cards 2026-10-17: 0% risk across 91 published cards 2026-10-18: 1% risk across 92 published cards 2026-10-19: 4% risk across 79 published cards 2026-10-20: 3% risk across 78 published cards 2026-10-21: 0% risk across 72 published cards 2026-10-22: 4% risk across 89 published cards 2026-10-23: 1% risk across 90 published cards 2026-10-24: 1% risk across 86 published cards 2026-10-25: 2% risk across 106 published cards 2026-10-26: 0% risk across 77 published cards 2026-10-27: 3% risk across 104 published cards ƒ JavaScript 2026-10-07: 20% javascript across 94 published cards 2026-10-08: 25% javascript across 55 published cards 2026-10-09: 19% javascript across 91 published cards 2026-10-10: 17% javascript across 83 published cards 2026-10-11: 22% javascript across 68 published cards 2026-10-12: 18% javascript across 127 published cards 2026-10-13: 19% javascript across 72 published cards 2026-10-14: 10% javascript across 86 published cards 2026-10-15: 19% javascript across 88 published cards 2026-10-16: 22% javascript across 98 published cards 2026-10-17: 20% javascript across 91 published cards 2026-10-18: 16% javascript across 92 published cards 2026-10-19: 22% javascript across 79 published cards 2026-10-20: 19% javascript across 78 published cards 2026-10-21: 22% javascript across 72 published cards 2026-10-22: 19% javascript across 89 published cards 2026-10-23: 11% javascript across 90 published cards 2026-10-24: 13% javascript across 86 published cards 2026-10-25: 18% javascript across 106 published cards 2026-10-26: 19% javascript across 77 published cards 2026-10-27: 14% javascript across 104 published cards
Developer Corner14 other categoriesDaily category averageScore axis 65–85Signal share0–100%

The rolling 21-day upper threads compare daily category medians; the bold thread is Developer Corner. Below, signal colour shows the share of that day’s published Developer Corner cards carrying each mark.

What moves with an 80+ score

5,095 high-interest cards
Signal prevalence among Developer Corner cards scoring 80 or higher Percentage-point difference between each signal’s prevalence across this category and among the category’s cards with an editorial-interest score of 80 or higher. Open: 62% across all Developer Corner cards and 87% among cards scoring 80+, a +25 pp difference. ○ Open 62% → 87% +25 pp +25 pp Login: 41% across all Developer Corner cards and 19% among cards scoring 80+, a -22 pp difference. ⊠ Login 41% → 19% -22 pp -22 pp Paid: 33% across all Developer Corner cards and 22% among cards scoring 80+, a -11 pp difference. $ Paid 33% → 22% -11 pp -11 pp Ads: 0% across all Developer Corner cards and 0% among cards scoring 80+, a 0 pp difference. † Ads 0% → 0% 0 pp 0 pp Pretty: 92% across all Developer Corner cards and 99% among cards scoring 80+, a +7 pp difference. * Pretty 92% → 99% +7 pp +7 pp Pro: 50% across all Developer Corner cards and 99% among cards scoring 80+, a +49 pp difference. ● Pro 50% → 99% +49 pp +49 pp Niche: 94% across all Developer Corner cards and 99% among cards scoring 80+, a +4 pp difference. ◎ Niche 94% → 99% +4 pp +4 pp Human: 5% across all Developer Corner cards and 9% among cards scoring 80+, a +5 pp difference. ◉ Human 5% → 9% +5 pp +5 pp Risk: 2% across all Developer Corner cards and 1% among cards scoring 80+, a -1 pp difference. ! Risk 2% → 1% -1 pp -1 pp JavaScript: 24% across all Developer Corner cards and 22% among cards scoring 80+, a -2 pp difference. ƒ JavaScript 24% → 22% -2 pp -2 pp

This exposes association inside the published catalogue, not causation or site quality. The 80+ threshold is the pipeline’s editorial-interest score.