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Developer Corner

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

Visual leads · 2026-09-22

Eight from today

Complete 118-card shelf
Landing-page snapshot of gooserobots.com Observed 2026-09-22 GooseLogic’s Goose-Shaped Robotics Lab gooserobots.com

GooseLogic presents the Cunba-01, a proposed open robotics platform built around a lightweight bipedal goose robot, interactive simulation, and reinforcement-learning workflows.

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Landing-page snapshot of font-revival.com Observed 2026-09-22 Font Revival Brings 19th-Century Type Back to the Web font-revival.com

An open collection of 13 historical typeface revivals, available in desktop and web formats under the MIT license.

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Landing-page snapshot of changhyunwoo.com Observed 2026-09-22 Chang Hyun Woo’s Measured AI Experiments changhyunwoo.com

A Seoul-based AI engineer’s portfolio of LLM agents, live demos, benchmarks, and postmortems.

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Landing-page snapshot of obsidianos.org Observed 2026-09-22 OBSIDIAN, a phone with almost nothing left to leak obsidianos.org

An open-source Pixel 8 phone project built around encrypted messaging over Tor, private browsing, and an on-device camera.

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Landing-page snapshot of kanmani.xyz Observed 2026-09-22 Kanmani Finds 73 Monad Payment Claims That Do Not Resolve kanmani.xyz

An open investigation checks payment claims in Monad’s agent registry against the blockchain transactions they name.

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Landing-page snapshot of decisioneval.dev Observed 2026-09-22 DecisionEval puts decision models on the record decisioneval.dev

An independent directory tracks 100 decision models, 164 open-source projects, 86 comparisons, and benchmark results with the working shown.

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Landing-page snapshot of gro-nass.com Observed 2026-09-22 GRO-NASS: Done Means Proven gro-nass.com

An evidence-driven gate that replays repository history, tests AI-generated changes, and records what was accepted or refused.

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Landing-page snapshot of jiraagents.com Observed 2026-09-22 jiraagents: findings become tickets become pull requests jiraagents.com

A repository reconciler that turns scanner findings into Jira tickets, then dispatches solver agents to produce reviewed draft pull requests.

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Complete daily shelf · Developer Corner

All 118 cards from 2026-09-22

The eight visual leads appear above; the remaining 110 continue here in their published shelf order.

Landing-page snapshot of jotkit.dev Jotkit Turns Web Annotations into an Agent Work Queue jotkit.dev

A local developer tool for tagging comments on any web page and routing them to coding agents through an append-only ledger.

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Landing-page snapshot of originless.space Originless: a node without accounts originless.space

An open-source node for publishing Ed25519-signed JSON events and content-addressed files over plain HTTP.

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Landing-page snapshot of plantroomlabs.com Plantroom Labs Keeps Niagara Work Running plantroomlabs.com

Plantroom Labs builds custom Niagara Framework modules, drivers, dashboards, PX graphics, station setups, and Niagara 5 migration tools.

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Landing-page snapshot of sequrelattice.com seQure Lattice: A Messenger Built for the Quantum Threat sequrelattice.com

A documented Android messenger implementing post-quantum key exchange, signatures, and encrypted messaging with NIST-standard algorithms.

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Landing-page snapshot of whichskills.dev Which Skills Are Worth Installing? whichskills.dev

An evidence-backed census of 18,041 Claude Code and Codex skills, auditing copied files, safety signals, and human-readable usefulness.

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Landing-page snapshot of agentmemoryintegrity.org Agent Memory Integrity: a security scorecard for AI agent memory agentmemoryintegrity.org

An open-source test suite measures whether agent-memory tools notice tampering, resist poisoned memories, and keep users separated.

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Landing-page snapshot of any2keys.com Any Two Keys any2keys.com

An experimental Bitcoin vault prototype that uses three YubiKeys in a 2-of-3 signing setup.

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Landing-page snapshot of breakyouragent.com breakyouragent: crash-test your AI agent breakyouragent.com

A proposed security-testing service that attacks AI-agent endpoints with jailbreaks, prompt injections, and tool-abuse scenarios.

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Landing-page snapshot of buildwithtabs.com Tabs IDE: One Window for the Whole Project buildwithtabs.com

An early-access desktop coding workspace that puts code, AI agents, servers, Git, and a browser into project tabs.

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Landing-page snapshot of conformance.report Conformance.report's failing-test accessibility audits conformance.report

A service that scans public websites for accessibility defects and returns a runnable Playwright suite where each finding becomes a failing test.

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Landing-page snapshot of dashmox.com Dashmox, a Hosting Panel That Refuses the Per-Account Bill dashmox.com

A Linux-server control panel for websites, email, DNS, SSL, databases, backups, migrations, and customer hosting.

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Landing-page snapshot of datafortennis.com Data for Tennis, Point by Point datafortennis.com

A queryable tennis data service offering raw point-by-point records and ready-made match, player, and tournament analytics.

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Landing-page snapshot of devtoolery.org DevToolery — Developer tools without the detour devtoolery.org

A browser-based toolkit for formatting, validating, converting, decoding, comparing, and inspecting technical data.

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Landing-page snapshot of dimensionalframeharness.com Dimensional Frame Harness dimensionalframeharness.com

An interactive runtime harness that checks whether an AI agent’s actions remain consistent with what it says it intends to do.

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Landing-page snapshot of fa-spec.com FA Spec Tools: Four Editors for Factory-Automation Specifications fa-spec.com

A free browser toolkit for drawing system diagrams, assigning PLC addresses, mapping timing charts, and building control flowcharts.

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Landing-page snapshot of fusion-runtime.dev Fusion Runtime keeps the whole voice conversation on one GPU fusion-runtime.dev

A self-hosted voice-agent runtime that runs speech recognition, an LLM, and text-to-speech in one process on hardware you control.

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Landing-page snapshot of generals.zone Generals.zone Puts Zero Hour in the Browser generals.zone

A WebAssembly browser port of Command & Conquer: Generals and Zero Hour that loads the required game files locally.

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Landing-page snapshot of gnomonapp.com Gnomon, an offline workbench for architecture and agent systems gnomonapp.com

Gnomon turns C4 diagrams into STRIDE threat models, provides a notation for agent systems, and renders 109 diagram templates locally.

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Landing-page snapshot of husk.zone Husk Checks What AI Skills Are Hiding husk.zone

A local static scanner for AI-agent skill packages, with file uploads, package scanning, and an optional bring-your-own-key LLM review.

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Landing-page snapshot of jevbooks.com Jev, the Probability-Returning Judge jevbooks.com

Jev takes a state and typed questions, then returns a probability for each one instead of a language-model yes/no.

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Landing-page snapshot of jonathan-dubois.dev Jonathan Dubois’s Automation Workshop jonathan-dubois.dev

A Toulouse-based automation engineer documents seven working projects spanning n8n workflows, AI agents, creative tools, and Cloudflare applications.

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Landing-page snapshot of kromise.com Kromise, the One-Line Sentry Detour kromise.com

Kromise is a Sentry-compatible error collection service designed to receive, process, and store events entirely in AWS's Tokyo region.

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Landing-page snapshot of lavik.dev Lavik: Redis-Compatible Storage on NVMe lavik.dev

Lavik is an open-source Redis-compatible storage system that keeps values on NVMe SSDs while retaining a compact key index in memory.

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Landing-page snapshot of lemnos.cloud Lemnos, the GPU price scout with a shell at the end lemnos.cloud

Lemnos compares GPU capacity across 12 neoclouds, then aims to launch a container on the cheapest available machine from one console.

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Landing-page snapshot of lola3d.app Lola3d, a browser CAD studio with an API-shaped spine lola3d.app

A browser-based CAD workspace that combines direct modeling, constrained sketches, drawings, simulation, machining, and scriptable actions.

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Landing-page snapshot of lolpulse.dev LOLPulse, a Decoder Ring for Suspicious Commands lolpulse.dev

A browser-based security engine that analyzes LOLBin command lines, maps them to MITRE ATT&CK, and generates KQL, Sigma, and Splunk detections.

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Landing-page snapshot of manualtasks.dev Manual Tasks, for the work Claude cannot finish manualtasks.dev

A Claude Code plugin that turns unfinished automation into a local board of concrete human tasks.

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Landing-page snapshot of maple-kit.org Maple: the Pixel-Perfect Sidekick maple-kit.org

An open-source overlay for visual review that sends contextual feedback from deployed previews to coding agents through MCP.

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Landing-page snapshot of mapliberator.com MapLiberator: Keep a Copy of Everything You’ve Mapped mapliberator.com

An open-source browser extension that exports an entire outdoor-mapping account—including tracks, folders, photos, and metadata—into one ZIP file.

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Landing-page snapshot of mifr.dev Mifr’s Attested Mac Inference Network mifr.dev

Mifr describes an OpenAI-compatible inference network that routes workloads to hardware-verified Apple Silicon Macs.

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Landing-page snapshot of muse.space Muse Gives Agents a Controlled Door into iCloud Mail muse.space

Muse stores an iCloud app-specific password and exposes mail actions to an AI agent through a tokenized MCP connection.

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Landing-page snapshot of onceexec.com Once: The Retry That Refuses to Guess onceexec.com

Once is infrastructure for making AI-agent retries safer when a provider may have acted but the response never returned.

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Landing-page snapshot of outsrc.ing outsrc: The Chief Hands Out the Work outsrc.ing

A local-first mailbox for sending coding tasks to Claude, Codex, or Grok inside isolated git worktrees.

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Landing-page snapshot of pointmoon.earth Pointmoon, a Ground-Truth API for the Outdoors pointmoon.earth

A developer API that turns a location into a sourced, time-stamped picture of its weather, light, season, wildlife, water, and ground conditions.

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Landing-page snapshot of prolepsia.com Prolepsia Keeps Questions Open prolepsia.com

A forecasting engine turns consequential questions into evidence-linked objects that update when conditions change and receive a score when reality catches up.

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Landing-page snapshot of proxycanary.com ProxyCanary Makes Proxy Lists Sing or Die proxycanary.com

A free checker that sends real HTTP requests through HTTP, SOCKS4, and SOCKS5 proxies to measure whether they work, how fast they are, and where they exit.

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Landing-page snapshot of readysystem.one System One Arena: Local AI Versus Hosted AI readysystem.one

A browser arcade where a locally running model and a networked model compete in Tetris and chess, while visitors can play either one.

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Landing-page snapshot of sabline.dev Sabline: A Budgeted Language for Agent Code sabline.dev

Sabline is a programming language and toolchain that checks effects, failures, and result promises before running agent-written code.

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Landing-page snapshot of shotsforbots.com Shots for Bots: A Photo Catalog for Agents shotsforbots.com

A catalog of real photographs that software agents can purchase file by file using HTTP 402 and USDC.

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Landing-page snapshot of themeshelf.dev ThemeShelf — a shelf of UI themes themeshelf.dev

A visual gallery that compares interface themes by running the same buttons, cards, typography, controls, palette, and token displays through each one.

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Landing-page snapshot of tokenfatty.com Tokenfatty: A Local Meter for AI Coding Costs tokenfatty.com

A macOS menu-bar meter that reads Claude Code’s local transcripts and estimates what the work would cost at public API rates.

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Landing-page snapshot of tzero.cloud Tzero, the human checkpoint for coding agents in production tzero.cloud

A control plane that lets coding agents read production systems quickly while routing mutating actions through human approval.

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Landing-page snapshot of usethisdamnthing.com ThisDamnThing Gives Forgetful Agents a Shared Brain usethisdamnthing.com

A local Markdown workspace lets Claude Code and Codex review, search, and reuse knowledge across sessions.

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Landing-page snapshot of verbarium.dev Verbarium Gives Coding Agents a Private Mailbox verbarium.dev

An open-source messaging and file-transfer system lets coding agents on different machines communicate through an outbound-only encrypted relay.

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Landing-page snapshot of voidengine.net VOID Engine, a Foundation That Refuses to Become a Cage voidengine.net

An open-source .NET 2D game framework offering rendering, input, audio, asset tooling, and replaceable architecture.

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Landing-page snapshot of vpsfocus.xyz vpsFocus — monitoring on clients’ own servers vpsfocus.xyz

A desktop monitoring app for agencies that installs an isolated stack on each client’s VPS and keeps the data there.

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Landing-page snapshot of wattai.dev Wattai puts typed decisions on your device wattai.dev

Wattai scores supplied options against a piece of text, returning a choice and calibrated probability for every option.

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Landing-page snapshot of winhannce.net Winhance, the Windows Debloating and Control Utility winhannce.net

Winhance helps Windows 10 and 11 users remove unwanted components, adjust system settings, manage software, and build customized installation media.

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Landing-page snapshot of aera-recovery.com AERA Recovery, a Recovery Environment with Its Own Ecosystem aera-recovery.com

A native Android recovery workspace for flashing, backups, storage, networking, root management, OTA updates, and device-specific tools.

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Landing-page snapshot of agentseek.dev Agent Seek — Less SEO. More signal. agentseek.dev

A search service for people and AI agents that ranks candidate pages and screens results for prompt injection.

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Landing-page snapshot of aimmunity.shop A·O Agent Web Observatory aimmunity.shop

A controlled Korean web lab for watching how AI agents search, navigate, submit forms, call APIs, and handle session state.

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Landing-page snapshot of arcloop.tech Arcloop — DFM Checks Pinned to the Drawing arcloop.tech

A drawing-analysis tool that reviews engineering PDFs and images for manufacturing issues, ranks the findings, and maps them back onto the source drawing.

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Landing-page snapshot of botdrop.host botdrop: Email, but for bots botdrop.host

botdrop relays encrypted messages between AI-agent handles through a small HTTPS API and command-line client.

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Landing-page snapshot of busbabel.com BusBabel Maps the Modbus Registers Hidden in Industrial PDFs busbabel.com

BusBabel lets industrial users search devices by make and model, then retrieve structured Modbus register maps in JSON, CSV, YAML, or through an API.

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Landing-page snapshot of disclosedby.com Disclosed by: Subprocessor Lists on the Record disclosedby.com

A research and monitoring tool that records which subprocessors 190 software companies disclose, with quoted entries and dates.

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Landing-page snapshot of echolaunchlab.online ECHO: A Rehearsal Bench for Arc Launches echolaunchlab.online

A prototype that replays token-launch configurations against recorded first-hour activity on an Arc-Anvil fork.

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Landing-page snapshot of gesturemidi.com GestureMIDI: Camera In, MIDI Out gesturemidi.com

A planned desktop app that turns webcam-tracked hand gestures into MIDI notes, control changes, and pitch bends for a DAW.

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Landing-page snapshot of hilbium.com Hilbium’s read-budget data engines hilbium.com

A managed service for approximate analytics, vector search, and dataset reduction that trades data read for bounded answers.

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Landing-page snapshot of instrumental-convergence.com Instrumental-Convergence: An Archive of AI Systems Trying to Get Their Way instrumental-convergence.com

An independent public archive documenting reported cases of goal-directed AI behavior, from reward-hacking systems to models resisting shutdown.

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Landing-page snapshot of jev-ui.dev jev-ui: judgment-driven React components jev-ui.dev

A React component library that uses typed, probabilistic judgments to choose UI branches, order lists, and add contextual affordances.

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Landing-page snapshot of jev101.dev Jev 101: A Field Manual for Software Decisions jev101.dev

An unofficial guide to TypeSafe’s System One / Jev, with foundations, recipes, ecosystem notes, and 55 decision-oriented use cases.

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Landing-page snapshot of jevhub.org JEV Hub: a community workbench for Jev workflows jevhub.org

An independent Jev community hub combining sourced projects, workflow notes, documentation, and a no-login request builder.

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Landing-page snapshot of noeticsilicon.com Noetic’s state-by-state silicon noeticsilicon.com

Noetic is developing workflow-specific ASICs for scientific and engineering simulation, using fixed-state computational models.

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Landing-page snapshot of tablexlinux.com Tablex Linux: A Kali Tablet in the Making tablexlinux.com

An open project documenting the attempt to port Kali Linux to an inexpensive ARM64 Android tablet.

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Landing-page snapshot of useax.dev AX, the local exchange for coding agents useax.dev

AX lets named Claude Code, Codex CLI, Grok Build, OpenCode, and Pi sessions exchange messages through a local broker and mailbox.

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Landing-page snapshot of vaskel.com Vaskel, a self-hosted private lounge vaskel.com

Vaskel lets groups run invite-only text, voice, camera, and screen-sharing spaces on their own Cloudflare account.

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Landing-page snapshot of luterm.com LuTerm, the whole server in one window luterm.com

A desktop SSH and SFTP workspace that combines terminals, remote files, telemetry, services, deploys, and an AI operator.

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Landing-page snapshot of slussen.dev Slussen: adaptive throttling for APIs you do not control slussen.dev

Slussen measures how much traffic a destination can absorb, then regulates delivery and backs off when latency or 429 responses rise.

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Landing-page snapshot of actspace.top ActSpace — 给模型一个真正能行动的空间 actspace.top

ActSpace presents a local workspace where AI agents can read files, use tools, modify projects, and advance tasks under review.

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Landing-page snapshot of changeclause.com ChangeClause — PR checks for what must stay true changeclause.com

An early local CLI that compares declared software intent with code and test evidence before a change is merged.

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Landing-page snapshot of liveapps.dev liveapps.dev — A Public URL for Localhost liveapps.dev

A CLI tunnel that exposes a local app at an encrypted *.liveapps.dev HTTPS address without deployment, DNS setup, or an account.

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Landing-page snapshot of smolmachine.com smol machines: one tiny VM, several places to run it smolmachine.com

A microVM platform for running isolated Linux workloads locally, in its cloud, or on self-hosted servers.

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Landing-page snapshot of globalintentcompany.space Global Intent Company: A Public Research Lab in 3D globalintentcompany.space

An independent research and engineering lab documenting machine learning, scientific instrumentation, systems research, and shipped software.

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Landing-page snapshot of icymark.com ICYMARK: A 28-Node Motion-Control Workflow for ComfyUI icymark.com

A downloadable ComfyUI workflow that uses a reference video and one model image to generate motion-matched AI video.

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Landing-page snapshot of jevpricing.com Jev Pricing: The Workload Calculator jevpricing.com

A browser-based calculator for estimating Jev costs, batching savings, throughput, context fit, and comparisons with other language models.

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Landing-page snapshot of lightdrift.dev Lightdrift gives AI agents a licensed image shelf lightdrift.dev

A license-aware image search tool for agents, with Creative Commons provenance, attribution details, and MCP integration.

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Landing-page snapshot of luminawearables.com Lumina: Speak Without a Sound luminawearables.com

Lumina presents a forearm- or jaw-worn band that reads subvocal muscle activity and turns it into computer commands.

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Landing-page snapshot of overnightlabs.dev Overnight Labs Keeps Nine Small Apps Running overnightlabs.dev

A small software studio that builds, deploys, and maintains products ranging from Mac utilities to padel-club tools.

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Landing-page snapshot of previewhost.app Previewhost: Local previews for Git worktrees previewhost.app

Previewhost runs an application's frontend, API, databases, and setup jobs locally, giving each preview its own URL and isolated services.

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Landing-page snapshot of salvorknows.dev Salvor — Your Repo Remembers salvorknows.dev

A repo-native knowledge layer that preserves engineering decisions, failures, rationale, and deferred findings for coding agents and software teams.

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Landing-page snapshot of universalcollab.stream UniversalCollab: a relay of one's own universalcollab.stream

A Windows and Linux desktop control room for multistreaming, approved collaborator POVs, combined chat, and disconnect fallback.

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Landing-page snapshot of voiceuz.com VoiceUZ, a Voice API Tuned for Uzbek voiceuz.com

A streaming text-to-speech and speech-to-text platform built around native Uzbek support and low-latency voice features.

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Landing-page snapshot of aegivora.com Aegivora Draws a Hard Line Around AI Agent Actions aegivora.com

Aegivora is a security workspace for controlling how AI agents reach tools and data.

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Landing-page snapshot of aicraftware.com AICraft Ware Puts Forklift Detection on Your Own Hardware aicraftware.com

A warehouse computer-vision service lets operators test forklift detection on their own images and short video clips before planning an edge deployment.

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Landing-page snapshot of asktimothy.org Timothy, the back office that wants to multiply missions asktimothy.org

An open-source administrative system for missionaries and the organizations that send them.

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Landing-page snapshot of atlarys-robotics.com ATLARYS: Outdoor Autonomy Starts with a Forklift atlarys-robotics.com

ATLARYS is building autonomous heavy-duty vehicles for industrial outdoor sites, beginning with forklifts.

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Landing-page snapshot of chax.chat Chax Wants to Turn Your Phone Into a Mesh chax.chat

A sovereign messaging app that says it can switch between Nostr, direct device links, and local mesh networks.

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Landing-page snapshot of claudecodemods.com Claude Code Mods: a field guide to the extension ecosystem claudecodemods.com

An unofficial directory of 35 Claude Code plugins, skills, agents, hooks, commands, mods, and MCP servers.

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Landing-page snapshot of codetether.org CodeTether, a Remote Control for Coding Agents codetether.org

A desktop workspace for supervising Codex and Claude Code projects from a computer, phone, or tablet.

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Landing-page snapshot of fieldrun.dev Fieldrun: Put Your Agent on Someone Else’s Machine fieldrun.dev

Fieldrun lets companies test skills, MCP servers, and CLI agents on practitioners’ real machines, shells, tools, and existing configurations.

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Landing-page snapshot of getchronos.org Chronos, the overnight desk for coding agents getchronos.org

An open-source local daemon that coordinates multiple Claude Code, Codex, or Cursor sessions from a terminal-card interface.

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Landing-page snapshot of inferencebrake.dev InferenceBrake Puts a Circuit Breaker on Runaway AI Agents inferencebrake.dev

An open-source system detects reasoning loops, repeated tool calls, and collapsing output patterns before an AI agent keeps spending.

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Landing-page snapshot of mshtx.org MeshTexas Builds a Radio Network for When the Towers Go Down mshtx.org

A Texas community project documenting and supporting a MeshCore LoRa network that sends encrypted messages without internet or cellular service.

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Landing-page snapshot of nepv.net NEPv Atlas: a guided map of nonlinear eigenvalue problems nepv.net

An annotated mathematical reference that turns Stiefel optimization problems into eigenproblem formulations and interactive convergence tutorials.

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Landing-page snapshot of nexusfilings.tech Nexus Filings Turns Registry Documents Into Comparable Data nexusfilings.tech

A UK-and-Denmark financial-statements API that normalizes filings into one schema for applications and AI agents.

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Landing-page snapshot of nodepaste.com NodePaste, a parts bin for Unreal graphs nodepaste.com

A community hub for sharing Unreal Engine Blueprints and Materials with dependency detection and per-part copy buttons.

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Landing-page snapshot of openmods.dev OpenMods, a patch layer for coding agents openmods.dev

OpenMods installs source-level modded builds of open-source coding-agent harnesses without replacing the stock installation.

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Landing-page snapshot of pgquest.dev pgQuest: PostgreSQL, One Query at a Time pgquest.dev

An interactive PostgreSQL curriculum that teaches SQL fundamentals through browser-based lessons and runnable examples.

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Landing-page snapshot of reflexmark.com Reflexmark — Decisions in One Pass reflexmark.com

An on-device decision layer for software agents that turns typed questions about a shared state into probabilities, labels, and rubric scores.

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Landing-page snapshot of solve-vision-with-code.com Solve Vision with Code solve-vision-with-code.com

A research benchmark that has coding agents write programs to render answers to video-reasoning tasks, then compares them with video-generation models.

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Landing-page snapshot of thimphutechmeet.com Thimphu Tech Meet thimphutechmeet.com

A weekly Bhutanese meetup brings developers, researchers, and tinkerers together every Saturday in Thimphu.

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Landing-page snapshot of titanvault.dev TitanVault: Backups Without the Staging Disk titanvault.dev

A Rust backup utility that streams database dumps and filesystem archives directly to cloud storage while compressing and encrypting them in transit.

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Landing-page snapshot of driverforall.com DriverForAll: Control4 integrations for overlooked hardware driverforall.com

A forthcoming marketplace for ready-made and custom Control4 drivers covering cameras, HVAC, security, shades, audio, displays, energy systems, and more.

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Landing-page snapshot of hawkeyesoc.com HES — External Security hawkeyesoc.com

A browser-based workspace for reviewing DNS, TLS, web configuration, exposed services, and imported security assessments.

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Landing-page snapshot of jevnotes.com Jev Notes: A Handbook for Typed Decisions jevnotes.com

An unofficial handbook for Jev AI, a decision-model API that returns typed probabilities, classifications, routing choices, and scores instead of conversational prose.

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Landing-page snapshot of letcook.dev Cook, the Rust coding agent letcook.dev

An open-source coding agent for the terminal, with a matching desktop app.

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Landing-page snapshot of greatlakes-ix.net Great Lakes Internet Exchange greatlakes-ix.net

A planned, carrier-neutral peering fabric intended to keep Great Lakes and Upper Midwest internet traffic closer to home.

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Landing-page snapshot of morpheuschatops.com Morpheus Investigative Systems Keeps the Case Files on the Agency Laptop morpheuschatops.com

A two-product investigative software suite for law-enforcement agencies, built to run on agency hardware rather than in a vendor cloud.

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No snapshot Pest vs Pest: Two Brains, One Market pestvspest.com

A live experiment pairs simulated fruit-fly and worm nervous systems with independent cryptocurrency trading portfolios.

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No snapshot Runaii Cloud Wants You to Own Your Inference runaii.cloud

A public-beta cloud platform for serverless LLM inference, dedicated Blackwell GPUs, and managed training through an OpenAI- and Anthropic-compatible API.

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Across the archive

Developer Corner, accumulating

17,813 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 2026-09-02: Developer Corner median 82.02026-09-03: Developer Corner median 82.02026-09-04: Developer Corner median 82.02026-09-05: Developer Corner median 83.02026-09-06: Developer Corner median 84.02026-09-07: Developer Corner median 82.02026-09-08: Developer Corner median 82.02026-09-09: Developer Corner median 84.02026-09-10: Developer Corner median 84.02026-09-11: Developer Corner median 82.02026-09-12: Developer Corner median 84.02026-09-13: Developer Corner median 83.02026-09-14: Developer Corner median 82.52026-09-15: Developer Corner median 82.02026-09-16: Developer Corner median 82.02026-09-17: Developer Corner median 82.02026-09-18: Developer Corner median 84.02026-09-19: Developer Corner median 82.02026-09-20: Developer Corner median 82.02026-09-21: Developer Corner median 82.02026-09-22: Developer Corner median 82.0 Open 2026-09-02: 100% open across 128 published cards 2026-09-03: 100% open across 107 published cards 2026-09-04: 99% open across 141 published cards 2026-09-05: 99% open across 149 published cards 2026-09-06: 100% open across 125 published cards 2026-09-07: 98% open across 125 published cards 2026-09-08: 99% open across 128 published cards 2026-09-09: 99% open across 105 published cards 2026-09-10: 99% open across 150 published cards 2026-09-11: 99% open across 131 published cards 2026-09-12: 99% open across 118 published cards 2026-09-13: 98% open across 121 published cards 2026-09-14: 99% open across 126 published cards 2026-09-15: 100% open across 122 published cards 2026-09-16: 100% open across 122 published cards 2026-09-17: 99% open across 108 published cards 2026-09-18: 98% open across 122 published cards 2026-09-19: 99% open across 117 published cards 2026-09-20: 100% open across 121 published cards 2026-09-21: 100% open across 134 published cards 2026-09-22: 99% open across 118 published cards Login 2026-09-02: 11% login across 128 published cards 2026-09-03: 13% login across 107 published cards 2026-09-04: 18% login across 141 published cards 2026-09-05: 21% login across 149 published cards 2026-09-06: 13% login across 125 published cards 2026-09-07: 14% login across 125 published cards 2026-09-08: 15% login across 128 published cards 2026-09-09: 8% login across 105 published cards 2026-09-10: 13% login across 150 published cards 2026-09-11: 14% login across 131 published cards 2026-09-12: 13% login across 118 published cards 2026-09-13: 21% login across 121 published cards 2026-09-14: 15% login across 126 published cards 2026-09-15: 10% login across 122 published cards 2026-09-16: 15% login across 122 published cards 2026-09-17: 13% login across 108 published cards 2026-09-18: 11% login across 122 published cards 2026-09-19: 16% login across 117 published cards 2026-09-20: 11% login across 121 published cards 2026-09-21: 9% login across 134 published cards 2026-09-22: 16% login across 118 published cards $ Paid 2026-09-02: 27% paid across 128 published cards 2026-09-03: 32% paid across 107 published cards 2026-09-04: 26% paid across 141 published cards 2026-09-05: 24% paid across 149 published cards 2026-09-06: 30% paid across 125 published cards 2026-09-07: 26% paid across 125 published cards 2026-09-08: 29% paid across 128 published cards 2026-09-09: 30% paid across 105 published cards 2026-09-10: 23% paid across 150 published cards 2026-09-11: 19% paid across 131 published cards 2026-09-12: 27% paid across 118 published cards 2026-09-13: 36% paid across 121 published cards 2026-09-14: 20% paid across 126 published cards 2026-09-15: 30% paid across 122 published cards 2026-09-16: 30% paid across 122 published cards 2026-09-17: 28% paid across 108 published cards 2026-09-18: 27% paid across 122 published cards 2026-09-19: 26% paid across 117 published cards 2026-09-20: 23% paid across 121 published cards 2026-09-21: 24% paid across 134 published cards 2026-09-22: 28% paid across 118 published cards Ads 2026-09-02: 1% ads across 128 published cards 2026-09-03: 0% ads across 107 published cards 2026-09-04: 0% ads across 141 published cards 2026-09-05: 0% ads across 149 published cards 2026-09-06: 0% ads across 125 published cards 2026-09-07: 1% ads across 125 published cards 2026-09-08: 0% ads across 128 published cards 2026-09-09: 0% ads across 105 published cards 2026-09-10: 0% ads across 150 published cards 2026-09-11: 0% ads across 131 published cards 2026-09-12: 0% ads across 118 published cards 2026-09-13: 1% ads across 121 published cards 2026-09-14: 0% ads across 126 published cards 2026-09-15: 0% ads across 122 published cards 2026-09-16: 0% ads across 122 published cards 2026-09-17: 0% ads across 108 published cards 2026-09-18: 0% ads across 122 published cards 2026-09-19: 0% ads across 117 published cards 2026-09-20: 0% ads across 121 published cards 2026-09-21: 0% ads across 134 published cards 2026-09-22: 0% ads across 118 published cards * Pretty 2026-09-02: 100% pretty across 128 published cards 2026-09-03: 100% pretty across 107 published cards 2026-09-04: 99% pretty across 141 published cards 2026-09-05: 99% pretty across 149 published cards 2026-09-06: 100% pretty across 125 published cards 2026-09-07: 100% pretty across 125 published cards 2026-09-08: 99% pretty across 128 published cards 2026-09-09: 100% pretty across 105 published cards 2026-09-10: 100% pretty across 150 published cards 2026-09-11: 99% pretty across 131 published cards 2026-09-12: 100% pretty across 118 published cards 2026-09-13: 99% pretty across 121 published cards 2026-09-14: 99% pretty across 126 published cards 2026-09-15: 99% pretty across 122 published cards 2026-09-16: 100% pretty across 122 published cards 2026-09-17: 99% pretty across 108 published cards 2026-09-18: 98% pretty across 122 published cards 2026-09-19: 100% pretty across 117 published cards 2026-09-20: 99% pretty across 121 published cards 2026-09-21: 99% pretty across 134 published cards 2026-09-22: 100% pretty across 118 published cards Pro 2026-09-02: 92% pro across 128 published cards 2026-09-03: 94% pro across 107 published cards 2026-09-04: 94% pro across 141 published cards 2026-09-05: 94% pro across 149 published cards 2026-09-06: 96% pro across 125 published cards 2026-09-07: 98% pro across 125 published cards 2026-09-08: 95% pro across 128 published cards 2026-09-09: 96% pro across 105 published cards 2026-09-10: 99% pro across 150 published cards 2026-09-11: 95% pro across 131 published cards 2026-09-12: 95% pro across 118 published cards 2026-09-13: 97% pro across 121 published cards 2026-09-14: 96% pro across 126 published cards 2026-09-15: 94% pro across 122 published cards 2026-09-16: 97% pro across 122 published cards 2026-09-17: 94% pro across 108 published cards 2026-09-18: 98% pro across 122 published cards 2026-09-19: 97% pro across 117 published cards 2026-09-20: 92% pro across 121 published cards 2026-09-21: 97% pro across 134 published cards 2026-09-22: 95% pro across 118 published cards Niche 2026-09-02: 100% niche across 128 published cards 2026-09-03: 99% niche across 107 published cards 2026-09-04: 100% niche across 141 published cards 2026-09-05: 100% niche across 149 published cards 2026-09-06: 99% niche across 125 published cards 2026-09-07: 100% niche across 125 published cards 2026-09-08: 98% niche across 128 published cards 2026-09-09: 100% niche across 105 published cards 2026-09-10: 100% niche across 150 published cards 2026-09-11: 100% niche across 131 published cards 2026-09-12: 100% niche across 118 published cards 2026-09-13: 100% niche across 121 published cards 2026-09-14: 99% niche across 126 published cards 2026-09-15: 100% niche across 122 published cards 2026-09-16: 100% niche across 122 published cards 2026-09-17: 100% niche across 108 published cards 2026-09-18: 100% niche across 122 published cards 2026-09-19: 100% niche across 117 published cards 2026-09-20: 100% niche across 121 published cards 2026-09-21: 99% niche across 134 published cards 2026-09-22: 100% niche across 118 published cards Human 2026-09-02: 6% human across 128 published cards 2026-09-03: 7% human across 107 published cards 2026-09-04: 9% human across 141 published cards 2026-09-05: 11% human across 149 published cards 2026-09-06: 9% human across 125 published cards 2026-09-07: 11% human across 125 published cards 2026-09-08: 2% human across 128 published cards 2026-09-09: 8% human across 105 published cards 2026-09-10: 7% human across 150 published cards 2026-09-11: 8% human across 131 published cards 2026-09-12: 10% human across 118 published cards 2026-09-13: 9% human across 121 published cards 2026-09-14: 12% human across 126 published cards 2026-09-15: 6% human across 122 published cards 2026-09-16: 9% human across 122 published cards 2026-09-17: 9% human across 108 published cards 2026-09-18: 7% human across 122 published cards 2026-09-19: 9% human across 117 published cards 2026-09-20: 6% human across 121 published cards 2026-09-21: 6% human across 134 published cards 2026-09-22: 9% human across 118 published cards ! Risk 2026-09-02: 0% risk across 128 published cards 2026-09-03: 6% risk across 107 published cards 2026-09-04: 3% risk across 141 published cards 2026-09-05: 2% risk across 149 published cards 2026-09-06: 2% risk across 125 published cards 2026-09-07: 2% risk across 125 published cards 2026-09-08: 2% risk across 128 published cards 2026-09-09: 2% risk across 105 published cards 2026-09-10: 3% risk across 150 published cards 2026-09-11: 0% risk across 131 published cards 2026-09-12: 3% risk across 118 published cards 2026-09-13: 3% risk across 121 published cards 2026-09-14: 1% risk across 126 published cards 2026-09-15: 3% risk across 122 published cards 2026-09-16: 2% risk across 122 published cards 2026-09-17: 2% risk across 108 published cards 2026-09-18: 4% risk across 122 published cards 2026-09-19: 3% risk across 117 published cards 2026-09-20: 4% risk across 121 published cards 2026-09-21: 4% risk across 134 published cards 2026-09-22: 2% risk across 118 published cards ƒ JavaScript 2026-09-02: 23% javascript across 128 published cards 2026-09-03: 22% javascript across 107 published cards 2026-09-04: 23% javascript across 141 published cards 2026-09-05: 22% javascript across 149 published cards 2026-09-06: 32% javascript across 125 published cards 2026-09-07: 28% javascript across 125 published cards 2026-09-08: 21% javascript across 128 published cards 2026-09-09: 22% javascript across 105 published cards 2026-09-10: 21% javascript across 150 published cards 2026-09-11: 20% javascript across 131 published cards 2026-09-12: 20% javascript across 118 published cards 2026-09-13: 26% javascript across 121 published cards 2026-09-14: 21% javascript across 126 published cards 2026-09-15: 14% javascript across 122 published cards 2026-09-16: 30% javascript across 122 published cards 2026-09-17: 26% javascript across 108 published cards 2026-09-18: 18% javascript across 122 published cards 2026-09-19: 21% javascript across 117 published cards 2026-09-20: 26% javascript across 121 published cards 2026-09-21: 24% javascript across 134 published cards 2026-09-22: 26% javascript across 118 published cards
Developer Corner14 other categoriesDaily category averageScore axis 70–85Signal 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

4,276 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: 56% across all Developer Corner cards and 85% among cards scoring 80+, a +28 pp difference. Open 56% → 85% +28 pp +28 pp Login: 44% across all Developer Corner cards and 20% among cards scoring 80+, a -24 pp difference. Login 44% → 20% -24 pp -24 pp Paid: 34% across all Developer Corner cards and 24% among cards scoring 80+, a -10 pp difference. $ Paid 34% → 24% -10 pp -10 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: 91% across all Developer Corner cards and 99% among cards scoring 80+, a +8 pp difference. * Pretty 91% → 99% +8 pp +8 pp Pro: 47% across all Developer Corner cards and 99% among cards scoring 80+, a +52 pp difference. Pro 47% → 99% +52 pp +52 pp Niche: 94% across all Developer Corner cards and 99% among cards scoring 80+, a +5 pp difference. Niche 94% → 99% +5 pp +5 pp Human: 4% across all Developer Corner cards and 9% among cards scoring 80+, a +4 pp difference. Human 4% → 9% +4 pp +4 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 23% among cards scoring 80+, a -1 pp difference. ƒ JavaScript 24% → 23% -1 pp -1 pp

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