Skip to the category

Archive through 2026-09-0615845 cards in this category

Category home · 05

Developer Corner

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

Visual leads · 2026-09-06

Eight from today

Complete 125-card shelf
Landing-page snapshot of handsignd.com Observed 2026-09-06 Handsigned: Human Verification as an API handsignd.com

A machine-readable service that lets AI agents commission bounded tasks from a named human reviewer and receive signed receipts.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of trynix.dev Observed 2026-09-06 trynix: 13 years of Nix history in one browser tab trynix.dev

A browser-based Nix package explorer that boots historical nixpkgs packages inside a local QEMU virtual machine.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of orbitalproof.com Observed 2026-09-06 OrbitalProof’s receipts for protocol bounds and failed model checks orbitalproof.com

A technical platform that publishes machine-checked wireless and protocol claims alongside downloadable artifacts and browser-based certificate verification.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of americanmicrowavecorp.com Observed 2026-09-06 Control Line Review, an RF reference on a suspiciously familiar domain americanmicrowavecorp.com

An independent technical publication that explains microwave control components parameter by parameter.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of archeonglobal.com Observed 2026-09-06 Archeon Global wants engineering calculations to carry their own evidence archeonglobal.com

Archeon Global presents TankLogic, software for storage-tank design that links calculations, records their inputs and clauses, and packages the results for issue.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of callimachus.science Observed 2026-09-06 Callimachus keeps citations attached to their evidence callimachus.science

An open-source tool that checks whether manuscript citations identify real sources, follow citation rules, and actually support the claims they accompany.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of droseraproject.org Observed 2026-09-06 Drosera Catches Agents by Making Them Read droseraproject.org

An open-source detection tool that separates ordinary automation from language-model agency by placing instructions where only an interpreting agent is likely to notice them.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of ephesushq.com Observed 2026-09-06 Ephesus, the agent company with a city plan ephesushq.com

An open, pre-alpha desktop harness turns the Claude CLI into a coordinated company of agents with memory, mailboxes, and desks on a two-dimensional floor.

Open Login Paid Ads Pretty Pro Niche Human Risk JS

Complete daily shelf · Developer Corner

All 125 cards from 2026-09-06

The eight visual leads appear above; the remaining 117 continue here in their published shelf order.

Landing-page snapshot of kiteterm.com KiteTerm, a Desktop SSH Workstation with a Strong Privacy Line kiteterm.com

An open-source macOS and Windows terminal combining SSH, SFTP, port forwarding, server monitoring, session recording, AI command assistance, and encrypted synchronization.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of leafslip.app Leaf Slip: Human approval for paused software runs leafslip.app

A plain-text form system that lets software stop, ask a person for a decision, and continue when the answer arrives.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of sketchdex.dev Sketchdex gives AI agents a whiteboard sketchdex.dev

An open-source MCP server lets Claude, Codex, Cursor, and other agents draw and edit hand-drawn Excalidraw diagrams on a local canvas.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of sonocles.com Sonocles: speech as a live word stream sonocles.com

An open-source Mac app that streams microphone speech word by word over WebSocket or server-sent events.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of useleash.app Leash: Claude Code in Your Telegram useleash.app

An MIT-licensed tool that lets you run Claude Code and Codex on your own Mac or Linux machine through Telegram.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of verifycorelabs.com VerifyCore Labs' Stranger Verifier verifycorelabs.com

A browser-based verifier that checks cryptographic certificates offline and returns ACCEPT, REJECT, or REFUSE when a document cannot be judged.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of nightship.cloud Nightship, the build launcher for teams nightship.cloud

Nightship distributes in-development desktop builds from CI to testers and other team members, then provides a launcher for running them.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of agentgavel.dev AgentGavel Puts AI Agent Governance Under Attack agentgavel.dev

An open-source benchmark tests whether AI agent frameworks enforce permissions, approval gates, tool boundaries, and tamper-evident audit trails.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of agentwiki.fyi Agentwiki: A Shared Notebook for Agents agentwiki.fyi

An append-only wiki where AI agents can read, search, publish, comment, and extend shared records through ordinary HTTPS GET requests.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of amorphoussystems.com Morph: Firmware Protection With Its Own Proof amorphoussystems.com

Amorphous Systems presents a compiler-level tool for protecting embedded firmware while proving that the hardened build behaves like the original.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of askanotheragent.online Ask Another Agent, With a Public Trail askanotheragent.online

A public question-and-answer network where AI agents ask questions, compare answers, and leave searchable discussions for other agents and people.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of atomicsecurity.app Atomic, a mobile security scanner that reads the APK atomicsecurity.app

Atomic scans Android APKs for 420+ OWASP mobile-security checks and returns severity-graded findings tied to code locations and suggested fixes.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of bloctric.com Bloctric, a power-system simulator that writes code bloctric.com

A free browser app for modelling control and power systems, inspecting simulations, and generating C, C++ or Go source.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of bluestem.cloud Bluestem, an operating environment with a 5250 display bluestem.cloud

Bluestem is an open-source, object-based operating environment for commodity x86-64 hardware, built in Rust and bootable under UEFI.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of bugme.dev bugme seals the bug report bugme.dev

An embeddable bug-reporting widget that captures the session replay, console, network activity, screenshot, device details, tagged events, and user form in one report.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of camerarisk.com CameraRisk — a vulnerability history for cameras and video platforms camerarisk.com

An open reference tool for searching CVEs, CVSS scores, EPSS data, and CISA KEV exploitation status across video-security products.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of commitarchive.lol Commit Archive turns Git history into a yearbook commitarchive.lol

A public GitHub repository can receive a permanent 2026 archive page with commits, releases, contributor statistics, superlatives, and shareable cards.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of corund.dev Corund and the case against the green checkmark corund.dev

A developer tool that tests whether AI-generated code can produce a genuine failure before it is allowed to claim success.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of cratebase.dev Cratebase puts a backend in one Rust crate cratebase.dev

A self-hostable backend bundles collections, authentication, files, realtime, and an admin dashboard into a single Rust binary.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of cybernationals.com CyberNationals — Root the Box, Hold the Line cybernationals.com

A defend-the-flag cybersecurity championship where competitors qualify by attacking or defending real machines, then face off in seeded human-versus-human brackets.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of devminute.dev DevMinute, a local-first developer toolbox devminute.dev

A browser-based collection of 15 utilities for inspecting, converting, comparing, validating, and generating developer data.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of dsh-insights.com DSH Insights Maps the DeepSeek Harness Plugin Ecosystem dsh-insights.com

An open observatory catalogs, scores, and tracks plugins built for DeepSeek Harness, with searchable data, ecosystem reports, and official release signals.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of foretak.dev A registry MCP that speaks Norwegian and British foretak.dev

registry-mcp gives AI agents and developers a REST and MCP interface for searching, validating, and checking deadlines for companies in Norway and the United Kingdom.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of fullback.app Fullback gives Contentful a rewind button fullback.app

A focused backup and restore service for Contentful spaces, with scheduled snapshots, field-level diffs, deletion alerts, and confirmed single-entry restores.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of getplayertwo.dev PlayerTwo puts a second keyboard in the coding-agent session getplayertwo.dev

PlayerTwo lets a host share a local terminal session with up to four teammates in their browsers, passing keyboard control between them.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of getpostingboard.dev Get Posting Board Gives Agents a Bulletin Board Without a Browser Feed getpostingboard.dev

An API-only public message board where AI agents can exchange findings, ask questions, and coordinate.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of gogetparsec.com parsec, with receipts gogetparsec.com

A context-compression proxy for Claude Code, Codex, and opencode that trims coding-agent requests before they reach the model provider.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of gumballtools.com Project Gumball: one install, a shelf of small tools gumballtools.com

An open directory of developer and reference tools exposed as web pages, JSON APIs, and MCP servers.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of hardsignallabs.com HardSignal Labs: Cyber-Physical Security Research hardsignallabs.com

An independent Liverpool research lab documenting hands-on work across RF sensing, embedded systems, NFC, fault injection, side-channel analysis, and hardware instrumentation.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of hellobrowseruse.com Browser Use: Agents That Operate the Web hellobrowseruse.com

Browser Use provides browser-using AI agents, managed browser infrastructure, APIs, SDKs, and an open-source library.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of hydronode.tech HydroNode, from sensor reading to live map hydronode.tech

A free environmental-monitoring platform that sends hydroponics, weather, garden, and indoor-air readings to charts, alerts, maps, and Home Assistant.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of klyrn.com KLYRN, a one-command hosting control panel klyrn.com

KLYRN turns a clean Ubuntu 24.04 VPS into hosting for PHP, WordPress, and Node.js through a 19.4 MB binary.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of labelcheck.dev Label Check, a compliance prototype for beverage artwork labelcheck.dev

A browser-based tool compares alcohol beverage label images with COLA application data and produces a review checklist.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of lspf.dev lspf gives Rust language servers a second life in agent tools lspf.dev

A Rust framework for building typed Language Server Protocol servers for IDEs, with clients that let agent hosts reuse those language features.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of m5ware.com M5Ware, a field guide to the M5Stack ecosystem m5ware.com

An independent catalog of 2,218 M5Stack projects spanning firmware, games, libraries, tools, hardware, security experiments, and guides.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of mcpschemer.dev mcpschemer watches MCP servers for schema drift mcpschemer.dev

A local CLI and planned hosted monitor that checks remote MCP endpoints, records their tool schemas, and flags changes that could break agent workflows.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of mdloop.dev mdloop keeps an agent’s Markdown under human review mdloop.dev

An open-source review loop where agents publish Markdown documents, humans leave sentence-anchored comments or suggested edits, and agents revise through MCP.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of messageboardforaiagents.com urlwiki: a message board for read-only AI agents messageboardforaiagents.com

A wiki-like communication channel where sandboxed AI agents create posts, replies, and edits using ordinary GET requests.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of ministreamr.com Ministreamr, a video channel that lives on your server ministreamr.com

An open-source self-hosted video and live-streaming platform for uploading from a phone, broadcasting through OBS, and keeping the channel’s files and audience activity under your control.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of onus-lang.org Onus Puts AI-Written Code on a Compiler-Enforced Leash onus-lang.org

Onus is a programming language designed to make model-written code declare its effects, authority, contracts, and assumptions before a person trusts it.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of orpr.dev ORPR, a shared vocabulary for retail processes orpr.dev

An open, versioned reference for describing retail processes to people, software integrators, and AI agents.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of pablocardoso.dev Pablo Cardoso: Games, Tools, and the Work Between Them pablocardoso.dev

A Montevideo-based developer portfolio covering shipped games, tournament infrastructure, desktop utilities, and experimental programming projects.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of repo-janitor.app Repo Anti-Rot: A Decay Monitor for Git Repositories repo-janitor.app

A repository-health tool that scans public Git repositories for security, dependency, configuration, documentation, and code-decay problems.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of robotdata.dev RobotData — Give robots experience robotdata.dev

A searchable catalog of robot-training datasets, with task filters, episode previews, source provenance, and links to original datasets.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of simhook.dev simhook: Turn an Android Phone into an SMS API simhook.dev

An open-source gateway that sends and receives SMS through an Android phone and its physical SIM.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of slackcli.dev SlackCLI puts Slack back in the terminal slackcli.dev

A cross-platform command-line client for reading, searching, sending, and replying across Slack workspaces.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of slapp.dev Slapp turns agent conversations into push-to-talk lines slapp.dev

A Mac-based interface for holding a channel, speaking, and sending transcribed words to an agent, Telegram thread, or terminal session.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of submitcanary.com The four-stage canary for broken contact forms submitcanary.com

SubmitCanary monitors WordPress Contact Form 7 from page load through synthetic submission and email receipt.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of surphysis.com Surphysis: The Interface Survival Engine surphysis.com

A deterministic materials-analysis engine that models whether joints, coatings, barriers, and layered interfaces will survive a stated duty cycle.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of synomanager.com Syno Manager, a control panel for Synology in your pocket synomanager.com

A native Android, iOS, macOS, and Windows app for monitoring and managing Synology NAS devices.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of tethercam.app TetherCam Turns an iPhone into a Wired OBS Camera tethercam.app

An open-source macOS utility sends an iPhone camera into OBS Studio over USB, without Wi-Fi, cloud routing, or a pairing code.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of tokenchit.app tokenchit keeps receipts for your robots tokenchit.app

An open-source CLI reads local Claude Code, Codex, and OpenCode logs and generates embeddable usage cards for a repository.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of tryomarchy.dev Omarchy, briefly running in your browser tryomarchy.dev

A browser-streamed Omarchy Linux desktop lets visitors try an Arch Linux and Hyprland machine without installing or dual-booting.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of untded.com UN/TDED, the vocabulary of trade made machine-readable untded.com

An open directory of 1,504 United Nations trade data elements, with definitions, representations, codes, and downloadable YAML, CSV, and JSON.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of useorient.app Orient: liquidity, recast as one token useorient.app

Orient wraps a full-range Uniswap v4 liquidity position on Robinhood Chain in a transferable ERC-20 token called Nacre.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of vaniqq.com VaniQ Gives Code-Aware Dictation a Key Hold vaniqq.com

A macOS dictation tool that learns the names in your codebase and inserts spoken text with those names spelled correctly.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of virwiki.dev vir turns Claude Code history into an Obsidian wiki virwiki.dev

An open-source CLI reads Claude Code transcripts and writes typed, linked Markdown notes into an Obsidian vault.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of wear-cote.com Hardface Notes, a field guide to coatings that have to survive wear-cote.com

An independent technical reference covering electroless nickel, composite deposits, conversion coatings, and the tests used to assess them.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of windlass.run Windlass: The Panel You Can Delete windlass.run

Windlass is a self-hosted Docker Compose control plane for Git deployments, HTTPS domains, logs, terminals, metrics, and backups.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of withwatchdog.com Watchdog Watches the AI Jobs You Leave Running withwatchdog.com

A Python-first monitoring service for unattended AI jobs, checking for missed starts, overdue runs, missing progress, and configured completion failures.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of wtfaas.dev WTFaaS: Tiny Answers for Tiny Emergencies wtfaas.dev

A humorous HTTP API that returns excuses, error explanations, jargon definitions, decisions, ETAs, status updates, and placeholder data.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of ycodium.com Ycodium, a control plane for coding agents ycodium.com

Ycodium brings Claude Code, Codex, Cursor, Gemini, and other coding agents into one remotely accessible workspace.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of omacloud.dev omacloud puts an omarchy desktop in the cloud omacloud.dev

A pre-launch service that streams a full Arch-and-Hyprland omarchy desktop to Macs, Windows laptops, iPads, Chromebooks, and older hardware.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of postviaget.com GET2POST, a GET-to-HTTP Proxy for AI Agents postviaget.com

A link-driven proxy lets GET-only AI tools send POST, PUT, PATCH, and other HTTP requests to public HTTPS endpoints.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of amanos.dev Amanos keeps coding decisions from fading amanos.dev

A local-first developer tool that finds decisions in notes and traces their possible impact across Git repositories.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of cyclone-xil.com Cyclone: The Same Case, Same Result cyclone-xil.com

A bilingual XiL testing kernel for ADAS and robotics regression runs, combining replay, fault injection, statistical verdicts, and machine-checkable evidence.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of e-valcore.dev Valcore, a workbench for testing agent judges e-valcore.dev

An open-source local-first tool for authoring evaluators, assembling datasets, and measuring agent behavior before release.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of invokeworks.dev A Pay-Per-Call Site Auditor for AI Agents invokeworks.dev

InvokeWorks exposes DNS, TLS, HTTP, redirect, and security-header checks as metered MCP tools for AI agents.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of linmas.dev Linmas, a Security Review Loop for AI Coding Agents linmas.dev

An open-source collection of defensive security skills that helps AI coding agents review code, explain risks, and suggest concrete fixes before deployment.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of mindtoai.one Mind to AI keeps your captures out of the model mindtoai.one

A private iPhone capture inbox that stores voice memos, photos, screenshots, and notes untouched, then exposes them to any connected AI through MCP or REST.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of needread.dev NeedRead, the PR reviewer that tells you what not to read needread.dev

NeedRead analyzes GitHub pull requests and sorts changed lines into MUST READ, REVIEW, and DEFER.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of rasterfence.com RasterFence Puts a Fence Around the Screen rasterfence.com

A Windows security product that detects machine-readable visual streams and locally obscures them before a camera can capture the display.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of relaylens.dev Relaylens asks whether your API relay is telling the truth relaylens.dev

A diagnostic tool that probes OpenAI- and Anthropic-compatible endpoints for signs they are serving a different model than advertised.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of runory.app Runory Keeps Infrastructure Work Close to the Machine runory.app

A local-first workspace for SSH, files, services, deployments, and controlled AI-assisted infrastructure operations.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of untded.org UN/TDED: The Vocabulary of Trade, Machine-Readable untded.org

An open directory of 1,504 United Nations trade data elements, with definitions, representations, categories, and downloadable YAML, CSV, and JSON.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of openzt2.org OpenZT2 — Zoo Tycoon 2, rebuilt openzt2.org

An open-source Rust and Bevy reconstruction of the classic zoo-management game, with reverse-engineering records, modding plans, and a detailed development roadmap.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of mailgetparsec.com Parsec puts a receipt on coding-agent context mailgetparsec.com

A local proxy compresses coding-agent context with a learned curator, aiming to extend limits and reduce token costs for Claude Code, Codex, and opencode.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of ambershield.app Amber Shield keeps its security signals on the machine ambershield.app

A Windows security scanner that combines code risk, process behavior, logs, database activity, and payment events into a local operational view.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of catbots.fun Catbots Makes Trading Bots Show Their Work catbots.fun

An open-source, no-code builder that turns plain-language trading strategies into inspectable bots for local paper trading and Hyperliquid testnet.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of centennialdefense.com Centennial Defense Systems: Evidence for Governed Actions centennialdefense.com

A Colorado Springs software company building local-first systems that record, review, and verify AI-agent actions and investigative material.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of datums.earth Datums Measures the Ground Beneath Malaysia and Singapore datums.earth

A satellite-monitoring service that tracks building-level ground settlement and differential movement to the millimetre.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of edisonfab.com Edison, a fab built for photons edisonfab.com

Edison presents a semiconductor plant designed specifically to manufacture next-generation optical computing chips.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of forgemd.app ForgeMD Reads Code Reviews as Documents forgemd.app

A native macOS client for reading and participating in GitLab merge requests and GitHub pull requests as rendered Markdown documents.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of getlouvain.com Louvain — enterprise search that can’t over-share getlouvain.com

An enterprise search product that queries workplace apps while limiting answers to information each person is already allowed to open.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of hikairos.app Kairos Gives AI Agents a Boundary, Then Asks the World for Proof hikairos.app

Kairos is a planned runtime for letting AI agents carry out bounded physical-world tasks such as shipping, inspection, booking, and confirmation.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of joinparsec.com parsec, the context compressor for coding agents joinparsec.com

parsec uses a learned curator and local proxy to reduce coding-agent context, with integrations for Claude Code, Codex, and opencode.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of pact-cloud.com Your assistant, talking to theirs pact-cloud.com

PACT is an open protocol for human-approved AI agents to message, check availability, and book time with one another.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of reshade.dev ReShade: post-processing after the game has finished drawing reshade.dev

A free Windows injector that adds effects such as SMAA, ambient occlusion, depth of field, and color grading across Direct3D, OpenGL, and Vulkan.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of seradyx.tech Seradyx, the small lab against software bloat seradyx.tech

An independent software studio cataloging offline-first utilities, accounting tools, audit software, and developer products.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of sharktracking.net SharkTracking: one tracking inbox for 12 carriers sharktracking.net

A multi-carrier parcel-tracking service that accepts pasted tracking numbers or large uploads, normalizes shipment states, and sends updates to other systems.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of useagy.com AgyDesk Is a Cloud PC That Stays Signed In useagy.com

AgyDesk provides an always-on Linux workstation with Chromium, a terminal, files, and persistent login sessions that can be watched or driven by AI tools.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of yusufmirzapicakci.com Yusuf Mirza Pıçakcı — The Request, Stage by Stage yusufmirzapicakci.com

An independent engineer’s portfolio of AI-system investigations, focused on latency, cost, architecture, instrumentation, and production behaviour.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of askless.dev Askless: Specifications That Follow the Pull Request askless.dev

An open-source tool that generates and maintains readable feature specifications from merged pull requests.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of assetyard.dev Asset Yard puts a game-asset toolkit in the terminal assetyard.dev

A command-line service for generating images, 3D models, voices, sound effects, music, and video directly into a game project.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of chamfer.xyz Chamfer — Small, Sharp Tools for Developers chamfer.xyz

A pre-release home for focused command-line and editor utilities from one independent developer in Portugal.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of e-valcore.com Valcore turns agent judgments into release signals e-valcore.com

An open-source, local-first workbench for authoring agent evaluators, assembling datasets, and testing agent behavior from a UI, terminal, or CI.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of elv.one elvone's one-view counter-drone system elv.one

elvone presents a Saudi-focused counter-UAS platform that combines CCTV, radar, RF, and additional sensing into a single airspace picture.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of fluxbench.net FluxBench Leaderboard fluxbench.net

A public benchmark for AI agents that carry chip designs from RTL through physical implementation and verified silicon outcomes.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of mailposture.dev MailPosture checks email authentication and tells you what to publish mailposture.dev

A free, no-signup checker for SPF, DKIM, DMARC, MX, and DNSSEC, with an API for verifying customer domains during onboarding.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of mcp-guard.org Abcas MCP Guard mcp-guard.org

A public database for checking MCP servers before connection, with records covering provenance, permissions, external connections, and observed behavior.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of mcpcompatibilityreview.site MCP Connector Readiness Review mcpcompatibilityreview.site

A fixed-scope service that tests whether a remote MCP server works along one named client or marketplace path.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of oss-tanbou.dev OSS探訪: Five OSS Tools at a Time oss-tanbou.dev

A Japanese discovery guide for lesser-known open-source projects, beginning with a five-item pack of developer tools.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of piguard.dev PII Guard, the no-LLM PII redaction API piguard.dev

A self-serve API that detects, masks, and redacts personally identifiable information in JSON or text.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of pixel-log.com Pixel Log, a microscope for Meta Pixel events pixel-log.com

A Chrome extension that records Meta Pixel events in real time and presents their payloads in a readable debugging log.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of qairuhub.com QairuHub: An AI Builder Community with an Open Friday Door qairuhub.com

A student-run AI community at Qazaq AI Research University in Astana, where members meet weekly to build small projects, share what they learn, and potentially take experiments into an accelerator.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of registahq.com Regista checks the registry, not the PDF registahq.com

A pre-launch business-verification API for African markets, designed to resolve companies against official corporate registries and return structured discrepancies.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of riftvane.com Riftvane’s TrapNexus puts a whole roleplay drug economy under server control riftvane.com

A configurable FiveM system where players gather ingredients, craft products, and sell them through street deals, vehicle sales, and timed bulk contracts.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of rightsplice.com RightSplice Measures Where the Broadcast Cut Actually Landed rightsplice.com

RightSplice offers SCTE-35 inspection and monitoring tools that compare signalled splice points with the actual video frame.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of scrollshift.dev ScrollShift Gives Linux Scrolling a Sense of Intent scrollshift.dev

A native Linux utility that makes slow mouse-wheel movement precise and fast spinning travel farther.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of sharvora.com Sharvora Intelligence: Pay-Per-Call Tools for Agents sharvora.com

An agent-native API catalog offering intelligence, validation, audit, and web-inspection services priced per request in USDC over x402 on Base.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of smtpbox.dev SMTPBox catches your test emails before they reach customers smtpbox.dev

An SMTP sandbox and REST API for capturing, inspecting, and automating email tests from development, staging, and CI environments.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of tersa.tech Tersa’s BraveDebloater tersa.tech

An open-source PowerShell utility that removes Brave browser features and telemetry across Windows, macOS, and Linux.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of harnessdeepseek.org DeepSeek Harness, a plugin-first agent runtime harnessdeepseek.org

A developer preview of a local agent runtime with swappable plugins, several execution modes, and a browser interface on port 3080.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of kernelsprint.com KernelSprint: GPU Optimization by Bounty kernelsprint.com

A proposed marketplace where teams post GPU bottlenecks, set rewards, and invite kernel engineers to submit benchmarked optimizations.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of awaitix.dev Awaitix, a delivery clock for webhooks awaitix.dev

Awaitix schedules and delivers HTTP requests with retries, recurring cron jobs, multi-step workflows, event triggers, signatures, and delivery history.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of chuiprotocol.com Chui Protocol: Voice Ordering on Sui Testnet chuiprotocol.com

A voice-ordering protocol lets an agent place restaurant orders and settle them with an authorized USDC allowance.

Open Login Paid Ads Pretty Pro Niche Human Risk JS
Landing-page snapshot of nexform.zip NexForm, a WebGPU 3D Configurator Studio nexform.zip

A browser-based 3D configurator for uploading .glb models, tuning materials and lighting, and exporting a client-ready configurator.

Open Login Paid Ads Pretty Pro Niche Human Risk JS

Across the archive

Developer Corner, accumulating

15,845 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 So Bad It's Good 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 2026-08-17: Developer Corner median 82.02026-08-18: Developer Corner median 84.02026-08-19: Developer Corner median 82.02026-08-20: Developer Corner median 82.02026-08-21: Developer Corner median 84.02026-08-22: Developer Corner median 82.02026-08-23: Developer Corner median 82.02026-08-24: Developer Corner median 82.02026-08-25: Developer Corner median 82.02026-08-26: Developer Corner median 84.02026-08-27: Developer Corner median 82.02026-08-28: Developer Corner median 82.02026-08-29: Developer Corner median 82.02026-08-30: Developer Corner median 82.02026-08-31: Developer Corner median 81.52026-09-01: Developer Corner median 80.02026-09-02: 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 84.0 Open 2026-08-17: 72% open across 119 published cards 2026-08-18: 67% open across 103 published cards 2026-08-19: 70% open across 121 published cards 2026-08-20: 74% open across 105 published cards 2026-08-21: 71% open across 141 published cards 2026-08-22: 68% open across 111 published cards 2026-08-23: 71% open across 111 published cards 2026-08-24: 66% open across 95 published cards 2026-08-25: 77% open across 146 published cards 2026-08-26: 68% open across 103 published cards 2026-08-27: 70% open across 138 published cards 2026-08-28: 99% open across 120 published cards 2026-08-29: 100% open across 120 published cards 2026-08-30: 99% open across 114 published cards 2026-08-31: 100% open across 116 published cards 2026-09-01: 98% open across 111 published cards 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 Login 2026-08-17: 28% login across 119 published cards 2026-08-18: 33% login across 103 published cards 2026-08-19: 30% login across 121 published cards 2026-08-20: 26% login across 105 published cards 2026-08-21: 29% login across 141 published cards 2026-08-22: 32% login across 111 published cards 2026-08-23: 29% login across 111 published cards 2026-08-24: 34% login across 95 published cards 2026-08-25: 23% login across 146 published cards 2026-08-26: 32% login across 103 published cards 2026-08-27: 30% login across 138 published cards 2026-08-28: 12% login across 120 published cards 2026-08-29: 11% login across 120 published cards 2026-08-30: 18% login across 114 published cards 2026-08-31: 12% login across 116 published cards 2026-09-01: 22% login across 111 published cards 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 $ Paid 2026-08-17: 24% paid across 119 published cards 2026-08-18: 31% paid across 103 published cards 2026-08-19: 27% paid across 121 published cards 2026-08-20: 35% paid across 105 published cards 2026-08-21: 29% paid across 141 published cards 2026-08-22: 29% paid across 111 published cards 2026-08-23: 31% paid across 111 published cards 2026-08-24: 26% paid across 95 published cards 2026-08-25: 27% paid across 146 published cards 2026-08-26: 27% paid across 103 published cards 2026-08-27: 28% paid across 138 published cards 2026-08-28: 27% paid across 120 published cards 2026-08-29: 22% paid across 120 published cards 2026-08-30: 29% paid across 114 published cards 2026-08-31: 28% paid across 116 published cards 2026-09-01: 28% paid across 111 published cards 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 Ads 2026-08-17: 0% ads across 119 published cards 2026-08-18: 0% ads across 103 published cards 2026-08-19: 0% ads across 121 published cards 2026-08-20: 0% ads across 105 published cards 2026-08-21: 0% ads across 141 published cards 2026-08-22: 0% ads across 111 published cards 2026-08-23: 1% ads across 111 published cards 2026-08-24: 1% ads across 95 published cards 2026-08-25: 0% ads across 146 published cards 2026-08-26: 0% ads across 103 published cards 2026-08-27: 0% ads across 138 published cards 2026-08-28: 0% ads across 120 published cards 2026-08-29: 1% ads across 120 published cards 2026-08-30: 0% ads across 114 published cards 2026-08-31: 0% ads across 116 published cards 2026-09-01: 0% ads across 111 published cards 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 * Pretty 2026-08-17: 99% pretty across 119 published cards 2026-08-18: 100% pretty across 103 published cards 2026-08-19: 100% pretty across 121 published cards 2026-08-20: 100% pretty across 105 published cards 2026-08-21: 99% pretty across 141 published cards 2026-08-22: 100% pretty across 111 published cards 2026-08-23: 98% pretty across 111 published cards 2026-08-24: 99% pretty across 95 published cards 2026-08-25: 99% pretty across 146 published cards 2026-08-26: 100% pretty across 103 published cards 2026-08-27: 99% pretty across 138 published cards 2026-08-28: 100% pretty across 120 published cards 2026-08-29: 100% pretty across 120 published cards 2026-08-30: 100% pretty across 114 published cards 2026-08-31: 97% pretty across 116 published cards 2026-09-01: 100% pretty across 111 published cards 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 Pro 2026-08-17: 95% pro across 119 published cards 2026-08-18: 96% pro across 103 published cards 2026-08-19: 94% pro across 121 published cards 2026-08-20: 93% pro across 105 published cards 2026-08-21: 95% pro across 141 published cards 2026-08-22: 95% pro across 111 published cards 2026-08-23: 89% pro across 111 published cards 2026-08-24: 95% pro across 95 published cards 2026-08-25: 93% pro across 146 published cards 2026-08-26: 98% pro across 103 published cards 2026-08-27: 96% pro across 138 published cards 2026-08-28: 95% pro across 120 published cards 2026-08-29: 93% pro across 120 published cards 2026-08-30: 91% pro across 114 published cards 2026-08-31: 90% pro across 116 published cards 2026-09-01: 91% pro across 111 published cards 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 Niche 2026-08-17: 99% niche across 119 published cards 2026-08-18: 98% niche across 103 published cards 2026-08-19: 99% niche across 121 published cards 2026-08-20: 100% niche across 105 published cards 2026-08-21: 99% niche across 141 published cards 2026-08-22: 100% niche across 111 published cards 2026-08-23: 100% niche across 111 published cards 2026-08-24: 99% niche across 95 published cards 2026-08-25: 100% niche across 146 published cards 2026-08-26: 100% niche across 103 published cards 2026-08-27: 99% niche across 138 published cards 2026-08-28: 100% niche across 120 published cards 2026-08-29: 100% niche across 120 published cards 2026-08-30: 99% niche across 114 published cards 2026-08-31: 100% niche across 116 published cards 2026-09-01: 99% niche across 111 published cards 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 Human 2026-08-17: 3% human across 119 published cards 2026-08-18: 8% human across 103 published cards 2026-08-19: 8% human across 121 published cards 2026-08-20: 11% human across 105 published cards 2026-08-21: 10% human across 141 published cards 2026-08-22: 7% human across 111 published cards 2026-08-23: 8% human across 111 published cards 2026-08-24: 11% human across 95 published cards 2026-08-25: 5% human across 146 published cards 2026-08-26: 7% human across 103 published cards 2026-08-27: 8% human across 138 published cards 2026-08-28: 16% human across 120 published cards 2026-08-29: 3% human across 120 published cards 2026-08-30: 4% human across 114 published cards 2026-08-31: 10% human across 116 published cards 2026-09-01: 5% human across 111 published cards 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 ! Risk 2026-08-17: 1% risk across 119 published cards 2026-08-18: 3% risk across 103 published cards 2026-08-19: 0% risk across 121 published cards 2026-08-20: 1% risk across 105 published cards 2026-08-21: 3% risk across 141 published cards 2026-08-22: 3% risk across 111 published cards 2026-08-23: 0% risk across 111 published cards 2026-08-24: 1% risk across 95 published cards 2026-08-25: 2% risk across 146 published cards 2026-08-26: 1% risk across 103 published cards 2026-08-27: 1% risk across 138 published cards 2026-08-28: 1% risk across 120 published cards 2026-08-29: 2% risk across 120 published cards 2026-08-30: 1% risk across 114 published cards 2026-08-31: 5% risk across 116 published cards 2026-09-01: 2% risk across 111 published cards 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 ƒ JavaScript 2026-08-17: 27% javascript across 119 published cards 2026-08-18: 32% javascript across 103 published cards 2026-08-19: 22% javascript across 121 published cards 2026-08-20: 26% javascript across 105 published cards 2026-08-21: 24% javascript across 141 published cards 2026-08-22: 32% javascript across 111 published cards 2026-08-23: 26% javascript across 111 published cards 2026-08-24: 26% javascript across 95 published cards 2026-08-25: 29% javascript across 146 published cards 2026-08-26: 17% javascript across 103 published cards 2026-08-27: 22% javascript across 138 published cards 2026-08-28: 27% javascript across 120 published cards 2026-08-29: 21% javascript across 120 published cards 2026-08-30: 29% javascript across 114 published cards 2026-08-31: 16% javascript across 116 published cards 2026-09-01: 22% javascript across 111 published cards 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
Developer Corner15 other categoriesDaily category averageScore axis 55–85Signal 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

2,962 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: 51% across all Developer Corner cards and 78% among cards scoring 80+, a +27 pp difference. Open 51% → 78% +27 pp +27 pp Login: 48% across all Developer Corner cards and 25% among cards scoring 80+, a -23 pp difference. Login 48% → 25% -23 pp -23 pp Paid: 35% across all Developer Corner cards and 24% among cards scoring 80+, a -10 pp difference. $ Paid 35% → 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: 90% across all Developer Corner cards and 99% among cards scoring 80+, a +9 pp difference. * Pretty 90% → 99% +9 pp +9 pp Pro: 41% across all Developer Corner cards and 99% among cards scoring 80+, a +58 pp difference. Pro 41% → 99% +58 pp +58 pp Niche: 93% across all Developer Corner cards and 98% among cards scoring 80+, a +5 pp difference. Niche 93% → 98% +5 pp +5 pp Human: 4% across all Developer Corner cards and 9% among cards scoring 80+, a +5 pp difference. Human 4% → 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: 25% across all Developer Corner cards and 24% among cards scoring 80+, a -1 pp difference. ƒ JavaScript 25% → 24% -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.