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Developer Corner

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

Visual leads · 2026-11-04

Eight from today

Complete 71-card shelf
Landing-page snapshot of zipformer.com Observed 2026-11-04 Zipformer, explained: the multi-rate speech encoder from ICLR 2024 zipformer.com

An interactive, code-referenced walkthrough of Zipformer, a speech encoder that processes audio at multiple frame rates.

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Landing-page snapshot of oxdev.net Observed 2026-11-04 0xProbability: Software for the hardware you already own oxdev.net

A developer’s portfolio of apps that repurpose TVs, cars, phones, and smart-home gear, with downloads and open-source links across nine projects.

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Landing-page snapshot of charliedelta.net Observed 2026-11-04 The Correction Log: lessons from building an audio analyzer charliedelta.net

Chris documents six months of building Cascade, a Mac app that drives an Audio Precision SYS-2522 over USB, alongside a detailed log of what went wrong and what he learned working with Claude Code.

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Landing-page snapshot of neural95.com Observed 2026-11-04 Neural ’95: a 1995 neural-net lab, running in your browser neural95.com

An interactive workbench recreates two backpropagation programs from a 1995 student project: one restores noisy symbols, the other identifies them.

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Landing-page snapshot of homelabproof.com Observed 2026-11-04 Homelab Proof’s measured self-hosting guides homelabproof.com

A collection of self-hosting guides that reports tested configurations, resource use, and restore results.

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Landing-page snapshot of openbeach.app Observed 2026-11-04 OpenBeach puts Beach Life in a browser openbeach.app

An open-source browser engine lets you play the 2002 resort tycoon using files from your own copy of the game, without installing it.

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Landing-page snapshot of offgriddevices.com Observed 2026-11-04 OffGrid’s terrain-placed mesh network offgriddevices.com

OffGrid is developing Cairn, a mesh-radio system with a drone designed to place nodes across terrain, alongside Docket, software for recording defense acquisition decisions.

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Landing-page snapshot of haljoystudio.com Observed 2026-11-04 Haljoy Studio’s recolorable game-effect sheets haljoystudio.com

A catalog of animated, painted visual effects for Godot and Unity, with colors adjustable in the browser or in-game.

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Complete daily shelf · Developer Corner

All 71 cards from 2026-11-04

The eight visual leads appear above; the remaining 63 continue here in their published shelf order.

Landing-page snapshot of critclient.com Plasma Client: Minecraft rebuilt in C++ and Vulkan critclient.com

A build log for an in-development Minecraft: Java Edition client written from scratch, with its own Vulkan renderer.

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Landing-page snapshot of installrate.com InstallRate measures what coding models actually install installrate.com

A public leaderboard tracks which developer tools Claude, GPT, and Gemini install when given product-neutral build prompts.

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Landing-page snapshot of rekount.net Rekount’s repeated-answer audit rekount.net

Rekount audits enterprise data agents for whether their answers stay correct across repeated asks and rewordings.

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Landing-page snapshot of buildup.network Buildup’s public bug-fixing protocol buildup.network

Buildup describes a network where people and their coding agents submit reproducible software defects or feature proposals, then work on fixes under narrow mandates.

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Landing-page snapshot of deeper.tools deeper: the expert-method prompt skill deeper.tools

A free skill for AI agents that expands a task into a professional method, source list, and checks before asking for approval to proceed.

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Landing-page snapshot of gumprobotics.com Gump Robotics’ desk-sized F1 gumprobotics.com

Gump Robotics is developing F1, a 28-centimeter, 12-joint biped intended to walk on a desk and learn tricks.

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Landing-page snapshot of industrial-clinic.com Industrial Clinic: repair for hardware that can’t be replaced industrial-clinic.com

A Łódź-based engineering practice that repairs and modernizes embedded systems and builds new devices from circuit board to web application.

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Landing-page snapshot of rouseclock.com Rouse is a bedside alarm clock you build yourself rouseclock.com

A DIY alarm clock project with a 3D-printed case, ESP32 display boards, and phone-browser setup.

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Landing-page snapshot of sheprd.org Sheprd’s board for coding agents sheprd.org

An open-source Rust desktop app for coordinating coding-agent sessions across local and remote machines.

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Landing-page snapshot of sideflap.com Sideflap turns API-less apps into MCP tools sideflap.com

Sideflap presents a cloud browser and self-hosted option for exposing apps without APIs as tools for AI agents.

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Landing-page snapshot of swapvera.com Swapvera tests whether an AI model switch breaks your app swapvera.com

A command-line scanner finds retiring models in your code, while a migration workflow compares replacement models on real requests.

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Landing-page snapshot of underrunner.com Underrunner puts a human checkpoint between cloud waste and deletion underrunner.com

Underrunner presents a cloud-cost cleanup workflow that identifies likely-unused resources, asks their owners, and requires approval before removal.

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Landing-page snapshot of beetleboy32.love BeetleBoy32, the pocket beetle console beetleboy32.love

A hobby-built touchscreen ESP32 device for playing remilia.net’s beetle game, with a Mac simulator for development.

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Landing-page snapshot of lanerouter.com LaneRouter maps live road conditions for agents lanerouter.com

LaneRouter aggregates agents’ reports about website and API availability, showing conditions by host and first meaningful path.

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Landing-page snapshot of patinaui.com Patina UI gives shadcn/ui a printed surface patinaui.com

A shadcn/ui component library styled like printed matter, with an install command and a registry of components.

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Landing-page snapshot of quantyverse.net QuantyVerse: Rust all the way down quantyverse.net

A one-person infrastructure project presenting a Rust stack of network foundations, a database, and a Kubernetes data store.

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Landing-page snapshot of getdos95.com DOS95: a Windows-like desktop with its own kernel getdos95.com

DOS95 presents a 32-bit desktop operating system that says it runs DOS, Windows, and classic Mac programs alongside a modern app catalog.

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Landing-page snapshot of tuichess.com Chess, one pane over from Claude tuichess.com

A terminal chess game with integrations for Claude Code, opencode, and Codex, plus online play against other people.

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Landing-page snapshot of kvz.systems kvz brings Kubernetes runtimes onto the Mac kvz.systems

An Apple Silicon tool that runs Kubernetes on macOS, with Linux microVMs, macOS VMs, native Mac processes, and Apple containers in one cluster.

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Landing-page snapshot of legitcircuits.com The Saucelet, down to its boards legitcircuits.com

Legit Circuits documents pocket game consoles and music players, from KiCad sketches and printed shells to the components inside.

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Landing-page snapshot of mmoson.space MMOSO’N: an auditable model of an O’Neill station mmoson.space

A personal engineering project modeling a two-cylinder rotating habitat near the Earth–Sun L1 point, with technical documentation and calculation checks.

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Landing-page snapshot of prokinetic.app ProKinetic, a tactile SwiftUI motion editor prokinetic.app

ProKinetic presents a Mac app for tuning motion on SwiftUI views and exporting the result as SwiftUI code or video.

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Landing-page snapshot of willitupgrade.com Will It Upgrade: Kubernetes API Checker willitupgrade.com

A browser-based checker compares pasted Kubernetes YAML or JSON manifests with API versions available in a selected target Kubernetes release.

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Landing-page snapshot of builttobebuilt.com DJVellum: a pocket mixer built for unlikely combinations builttobebuilt.com

An open Raspberry Pi build kit for a pocket mixer that combines music from two Bluetooth inputs.

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Landing-page snapshot of captcharena.org CAPTCHArena’s dated field guide to CAPTCHA captcharena.org

A sourced guide to how CAPTCHAs work, how AI agents fare against them, and what site operators and agent builders can do.

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Landing-page snapshot of creativemcp.com Creative MCP connects agents to Adobe apps and Blender creativemcp.com

A directory and setup hub for local MCP servers that let AI agents work with Adobe creative applications and Blender.

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Landing-page snapshot of debugger.site Remote WebView Debugger debugger.site

An open-source, self-hostable tool that lets MCP-connected AI agents inspect and operate WebViews on real phones.

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Landing-page snapshot of gamepayday.com GamePayDay pays for candid indie-game playtests gamepayday.com

A platform offering paid playtests and written reviews for indie games, while helping developers recruit players and collect feedback.

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Landing-page snapshot of geekide.com GeekIDE’s engineering workbench geekide.com

An interactive IDE-style presentation of software engineering principles, project workflow, and delivery practices.

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Landing-page snapshot of getevaal.com Evaal puts its browser-test verdicts on the record getevaal.com

Evaal runs plain-English tests against web apps in a real browser and returns pass, fail, or inconclusive verdicts with screenshots.

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Landing-page snapshot of getindgo.com INDgo gives regulatory draft claims a paper trail getindgo.com

A regulatory-drafting product for biotech CMC teams, presented through a sample IND Module 3.2.S workflow.

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Landing-page snapshot of kenkoisland.com Kenko brings Claude Code approvals to the MacBook notch kenkoisland.com

Kenko is a Mac app that presents Claude Code and Codex session activity in the MacBook notch, with controls for approvals and questions.

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Landing-page snapshot of khonsugraph.com KhonsuGraph — Built for Hunters khonsugraph.com

An open-source, local-first graph investigation workbench for connecting and exploring data across security, infrastructure, fraud investigation, and research.

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Landing-page snapshot of locofosil.org LocoFósil asks what old GPUs can still do locofosil.org

A research project measuring whether older Nvidia GPUs can run useful local AI inference—and at what speed, power use, and cost.

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Landing-page snapshot of macrodataapi.com MacroData API puts economic releases and data vintages in one feed macrodataapi.com

An API for macroeconomic releases, policy rates, yield curves, and a release calendar, with examples for querying the data.

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Landing-page snapshot of mcpvetter.com MCPVetter: an MCP security scanner and code coach mcpvetter.com

A local scanner for risky MCP server configurations, paired with a secure-coding coach for Cursor and Claude Code.

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Landing-page snapshot of meltlayers.com Melta MK1: a printer that curves its layers meltlayers.com

Melt3D presents a consumer 3D printer paired with a slicer designed for non-planar printing.

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Landing-page snapshot of nimcue.com Nimcue brings coding-agent interruptions into a Mac panel nimcue.com

A local macOS app turns coding-agent questions, approvals, errors, and completions into a small panel at the top of the screen.

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Landing-page snapshot of nomouse.site NoMouse replay: when keyboard focus gets left behind nomouse.site

NoMouse tests whether keyboard focus moves into a menu or drawer when it opens, and returns when it closes.

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Landing-page snapshot of otdeck.com OTDeck puts MQTT, Modbus and OPC UA on one workbench otdeck.com

A desktop app for browsing and working with MQTT, Modbus TCP/RTU and OPC UA connections, with a built-in MCP server for AI agents.

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Landing-page snapshot of reuseforge.com ReuseForge’s reuse–buy–build planner reuseforge.com

ReuseForge breaks a software goal and budget into a plan that combines existing open-source code, listed items to buy, and gaps to build.

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Landing-page snapshot of shanigo.info Songs, languages, and a dog who fetches shanigo.info

shanigo is a language-learning project with an open song-lyrics corpus and a browser-based Arabic morphology demo.

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Landing-page snapshot of sluicevpn.app Sluice puts several VPN tunnels in the Mac menu bar sluicevpn.app

A native macOS client for connecting to IKEv2 and FortiGate SSL-VPN gateways, with multiple tunnels, gateway-directed routes, and per-tunnel DNS.

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Landing-page snapshot of sroaudio.com Sro, an audio model that listens for meaning sroaudio.com

Sro offers an API that answers plain-English questions about live audio or recordings with probabilities, without routing them through a transcript, according to its site.

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Landing-page snapshot of voicetrail.app Voicetrail turns spoken app reviews into agent-ready bug reports voicetrail.app

A Chromium-browser review tool that records spoken feedback alongside page changes, clicks, annotations, console errors, and failed requests, then produces an issue list and MCP-readable handoff.

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Landing-page snapshot of canonis-enterprise.com Canonis: an approval register agents can query canonis-enterprise.com

Canonis presents a register for an organisation’s approved software, standards and patterns, with conditions and decision records attached. The page also describes a read-only MCP interface for coding assistants.

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Landing-page snapshot of getbackstep.com Backstep: an undo key for AI coding changes getbackstep.com

Backstep presents a command-line tool that backs up changes made by AI coding assistants and offers a keyboard shortcut to undo them.

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Landing-page snapshot of getkaupia.com Kaupia, a shopping interface for AI agents getkaupia.com

Kaupia describes a service that lets AI agents search US stores and place orders for people through web pages, a JSON API, or MCP.

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Landing-page snapshot of letmeagentthat.com Let Me Agent That turns agent work into shareable replays letmeagentthat.com

The site describes a tool for recording an AI agent’s task and sharing the replay as a link.

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Landing-page snapshot of nanny.tools NANNY TOOL checks AI-agent code changes nanny.tools

A hosted service and npm CLI that check code changes attributed to an AI agent and return a bounded verdict with a recomputable receipt.

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Landing-page snapshot of napple.lat Napple, a Switch-to-Mac recompilation toolchain napple.lat

An early, experimental macOS toolchain that says it recompiles Switch software you own into locally signed Apple Silicon apps.

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Landing-page snapshot of revivalengineer.com Revival Engineer, the cloud-exit proxy revivalengineer.com

A human-proxy service that audits cloud workloads and moves unjustified ones to hardware a business owns or rents directly.

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Landing-page snapshot of vnpulse.com Feedback at the line: vn-pulse vnpulse.com

A Ren’Py add-on for collecting player reactions and reports in context, tied to the line of game text being read.

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Landing-page snapshot of wiretide.app Wiretide: an MQTT-aware debugging proxy for Mac wiretide.app

A native macOS debugging proxy advertised for capturing HTTPS, WebSocket, and MQTT traffic in one timeline, with Pro tools for altering and replaying it.

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Landing-page snapshot of getdocscout.com DocScout audits API docs for agent-readiness getdocscout.com

A URL-based audit scores API documentation on six dimensions of readiness for LLMs and AI agents, then identifies fixes.

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Landing-page snapshot of berthdocks.com Berth’s drone ground station berthdocks.com

Berth presents a proposed ground station and fleet network for autonomous drones from multiple manufacturers.

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Landing-page snapshot of rechnungsadapter.com Rechnungsadapter: an invoice bridge for legacy software rechnungsadapter.com

A local adapter intended to let existing Access, Excel, VB6 and Delphi applications generate XRechnung and ZUGFeRD invoices without a rewrite.

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Landing-page snapshot of flozu.app Flozu turns architecture into a moving map flozu.app

Flozu presents a browser-based way to map system components, animate traffic between them, and walk others through how a system behaves.

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Landing-page snapshot of getworkbookapi.com WorkbookAPI: Excel models, callable by code getworkbookapi.com

WorkbookAPI presents a way to check an Excel workbook in the browser, then run its model through a hosted API.

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Landing-page snapshot of lemonrt.com LEMON is building a renderer for Rhino 9 lemonrt.com

An independent renderer in development aims to give architects and product designers real-time previews inside Rhino 9.

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Landing-page snapshot of patchrig.com PatchRig’s PHP2Shell exposure check patchrig.com

PatchRig offers a no-sign-up, read-only exposure scan for PHP sites, alongside paid assessment, remediation, cleanup, and monitoring services.

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Landing-page snapshot of pocketload.app Pocketload puts an AI agent’s build on your phone pocketload.app

Pocketload describes a workflow for running an AI coding agent’s latest app build on a paired phone and sending feedback back to the agent.

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Landing-page snapshot of php-shield.org PHP Shield Core’s legacy-PHP defense gateway php-shield.org

PHP Shield Core presents an open-source PHP 8 gateway intended to inspect requests before relaying them to legacy PHP applications.

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Across the archive

Developer Corner, accumulating

21,215 cards provide an early longitudinal view—not a measure of the whole web.

Category pulse

score + signals · rolling 21 days
Developer Corner score and signal pulse Daily median editorial-interest threads for every category, the category average, and the daily prevalence of ten overlapping signals for Developer Corner over the latest 21 issues. Weird Finds daily median score Oddly Specific daily median score Useful Tools daily median score AI Table daily median score Civic & Public Life daily median score Learning & Exams daily median score Human Services daily median score Global Trade Desk daily median score Food, Events & Hospitality daily median score Commerce Shelf daily median score Content & Blogs daily median score Personal Pages daily median score Local Businesses daily median score Suspicious Gentlemen daily median score Daily average of category median scores Developer Corner daily median score 2026-10-15: Developer Corner median 78.02026-10-16: Developer Corner median 78.02026-10-17: Developer Corner median 78.02026-10-18: Developer Corner median 78.02026-10-19: Developer Corner median 78.02026-10-20: Developer Corner median 78.02026-10-21: Developer Corner median 78.02026-10-22: Developer Corner median 78.02026-10-23: Developer Corner median 78.02026-10-24: Developer Corner median 78.02026-10-25: Developer Corner median 79.02026-10-26: Developer Corner median 78.02026-10-27: Developer Corner median 78.02026-10-28: Developer Corner median 78.02026-10-29: Developer Corner median 78.02026-10-30: Developer Corner median 81.02026-10-31: Developer Corner median 78.02026-11-01: Developer Corner median 78.02026-11-02: Developer Corner median 78.02026-11-03: Developer Corner median 78.02026-11-04: Developer Corner median 78.0 ○ Open 2026-10-15: 100% open across 88 published cards 2026-10-16: 99% open across 98 published cards 2026-10-17: 100% open across 91 published cards 2026-10-18: 99% open across 92 published cards 2026-10-19: 100% open across 79 published cards 2026-10-20: 100% open across 78 published cards 2026-10-21: 100% open across 72 published cards 2026-10-22: 100% open across 89 published cards 2026-10-23: 100% open across 90 published cards 2026-10-24: 100% open across 86 published cards 2026-10-25: 100% open across 106 published cards 2026-10-26: 100% open across 77 published cards 2026-10-27: 98% open across 104 published cards 2026-10-28: 100% open across 62 published cards 2026-10-29: 100% open across 82 published cards 2026-10-30: 100% open across 69 published cards 2026-10-31: 100% open across 84 published cards 2026-11-01: 99% open across 85 published cards 2026-11-02: 99% open across 80 published cards 2026-11-03: 100% open across 76 published cards 2026-11-04: 100% open across 71 published cards ⊠ Login 2026-10-15: 16% login across 88 published cards 2026-10-16: 23% login across 98 published cards 2026-10-17: 19% login across 91 published cards 2026-10-18: 16% login across 92 published cards 2026-10-19: 20% login across 79 published cards 2026-10-20: 12% login across 78 published cards 2026-10-21: 18% login across 72 published cards 2026-10-22: 15% login across 89 published cards 2026-10-23: 13% login across 90 published cards 2026-10-24: 9% login across 86 published cards 2026-10-25: 18% login across 106 published cards 2026-10-26: 19% login across 77 published cards 2026-10-27: 22% login across 104 published cards 2026-10-28: 19% login across 62 published cards 2026-10-29: 17% login across 82 published cards 2026-10-30: 16% login across 69 published cards 2026-10-31: 17% login across 84 published cards 2026-11-01: 22% login across 85 published cards 2026-11-02: 15% login across 80 published cards 2026-11-03: 18% login across 76 published cards 2026-11-04: 13% login across 71 published cards $ Paid 2026-10-15: 20% paid across 88 published cards 2026-10-16: 21% paid across 98 published cards 2026-10-17: 26% paid across 91 published cards 2026-10-18: 14% paid across 92 published cards 2026-10-19: 23% paid across 79 published cards 2026-10-20: 21% paid across 78 published cards 2026-10-21: 25% paid across 72 published cards 2026-10-22: 28% paid across 89 published cards 2026-10-23: 29% paid across 90 published cards 2026-10-24: 27% paid across 86 published cards 2026-10-25: 23% paid across 106 published cards 2026-10-26: 25% paid across 77 published cards 2026-10-27: 21% paid across 104 published cards 2026-10-28: 21% paid across 62 published cards 2026-10-29: 21% paid across 82 published cards 2026-10-30: 32% paid across 69 published cards 2026-10-31: 20% paid across 84 published cards 2026-11-01: 29% paid across 85 published cards 2026-11-02: 20% paid across 80 published cards 2026-11-03: 21% paid across 76 published cards 2026-11-04: 34% paid across 71 published cards † Ads 2026-10-15: 1% ads across 88 published cards 2026-10-16: 1% ads across 98 published cards 2026-10-17: 1% ads across 91 published cards 2026-10-18: 0% ads across 92 published cards 2026-10-19: 0% ads across 79 published cards 2026-10-20: 0% ads across 78 published cards 2026-10-21: 1% ads across 72 published cards 2026-10-22: 1% ads across 89 published cards 2026-10-23: 0% ads across 90 published cards 2026-10-24: 1% ads across 86 published cards 2026-10-25: 1% ads across 106 published cards 2026-10-26: 0% ads across 77 published cards 2026-10-27: 1% ads across 104 published cards 2026-10-28: 0% ads across 62 published cards 2026-10-29: 0% ads across 82 published cards 2026-10-30: 0% ads across 69 published cards 2026-10-31: 1% ads across 84 published cards 2026-11-01: 0% ads across 85 published cards 2026-11-02: 1% ads across 80 published cards 2026-11-03: 0% ads across 76 published cards 2026-11-04: 0% ads across 71 published cards * Pretty 2026-10-15: 91% pretty across 88 published cards 2026-10-16: 98% pretty across 98 published cards 2026-10-17: 95% pretty across 91 published cards 2026-10-18: 98% pretty across 92 published cards 2026-10-19: 94% pretty across 79 published cards 2026-10-20: 99% pretty across 78 published cards 2026-10-21: 97% pretty across 72 published cards 2026-10-22: 98% pretty across 89 published cards 2026-10-23: 98% pretty across 90 published cards 2026-10-24: 95% pretty across 86 published cards 2026-10-25: 97% pretty across 106 published cards 2026-10-26: 97% pretty across 77 published cards 2026-10-27: 95% pretty across 104 published cards 2026-10-28: 95% pretty across 62 published cards 2026-10-29: 94% pretty across 82 published cards 2026-10-30: 96% pretty across 69 published cards 2026-10-31: 95% pretty across 84 published cards 2026-11-01: 96% pretty across 85 published cards 2026-11-02: 98% pretty across 80 published cards 2026-11-03: 95% pretty across 76 published cards 2026-11-04: 100% pretty across 71 published cards ● Pro 2026-10-15: 66% pro across 88 published cards 2026-10-16: 69% pro across 98 published cards 2026-10-17: 65% pro across 91 published cards 2026-10-18: 73% pro across 92 published cards 2026-10-19: 65% pro across 79 published cards 2026-10-20: 73% pro across 78 published cards 2026-10-21: 69% pro across 72 published cards 2026-10-22: 76% pro across 89 published cards 2026-10-23: 69% pro across 90 published cards 2026-10-24: 70% pro across 86 published cards 2026-10-25: 77% pro across 106 published cards 2026-10-26: 66% pro across 77 published cards 2026-10-27: 60% pro across 104 published cards 2026-10-28: 71% pro across 62 published cards 2026-10-29: 74% pro across 82 published cards 2026-10-30: 87% pro across 69 published cards 2026-10-31: 71% pro across 84 published cards 2026-11-01: 73% pro across 85 published cards 2026-11-02: 78% pro across 80 published cards 2026-11-03: 74% pro across 76 published cards 2026-11-04: 75% pro across 71 published cards ◎ Niche 2026-10-15: 99% niche across 88 published cards 2026-10-16: 99% niche across 98 published cards 2026-10-17: 100% niche across 91 published cards 2026-10-18: 100% niche across 92 published cards 2026-10-19: 100% niche across 79 published cards 2026-10-20: 100% niche across 78 published cards 2026-10-21: 99% niche across 72 published cards 2026-10-22: 100% niche across 89 published cards 2026-10-23: 100% niche across 90 published cards 2026-10-24: 100% niche across 86 published cards 2026-10-25: 99% niche across 106 published cards 2026-10-26: 99% niche across 77 published cards 2026-10-27: 99% niche across 104 published cards 2026-10-28: 98% niche across 62 published cards 2026-10-29: 98% niche across 82 published cards 2026-10-30: 96% niche across 69 published cards 2026-10-31: 99% niche across 84 published cards 2026-11-01: 100% niche across 85 published cards 2026-11-02: 100% niche across 80 published cards 2026-11-03: 100% niche across 76 published cards 2026-11-04: 99% niche across 71 published cards ◉ Human 2026-10-15: 11% human across 88 published cards 2026-10-16: 6% human across 98 published cards 2026-10-17: 7% human across 91 published cards 2026-10-18: 16% human across 92 published cards 2026-10-19: 5% human across 79 published cards 2026-10-20: 1% human across 78 published cards 2026-10-21: 11% human across 72 published cards 2026-10-22: 2% human across 89 published cards 2026-10-23: 6% human across 90 published cards 2026-10-24: 2% human across 86 published cards 2026-10-25: 2% human across 106 published cards 2026-10-26: 5% human across 77 published cards 2026-10-27: 5% human across 104 published cards 2026-10-28: 5% human across 62 published cards 2026-10-29: 10% human across 82 published cards 2026-10-30: 6% human across 69 published cards 2026-10-31: 7% human across 84 published cards 2026-11-01: 7% human across 85 published cards 2026-11-02: 9% human across 80 published cards 2026-11-03: 7% human across 76 published cards 2026-11-04: 10% human across 71 published cards ! Risk 2026-10-15: 1% risk across 88 published cards 2026-10-16: 1% risk across 98 published cards 2026-10-17: 0% risk across 91 published cards 2026-10-18: 1% risk across 92 published cards 2026-10-19: 4% risk across 79 published cards 2026-10-20: 3% risk across 78 published cards 2026-10-21: 0% risk across 72 published cards 2026-10-22: 4% risk across 89 published cards 2026-10-23: 1% risk across 90 published cards 2026-10-24: 1% risk across 86 published cards 2026-10-25: 2% risk across 106 published cards 2026-10-26: 0% risk across 77 published cards 2026-10-27: 3% risk across 104 published cards 2026-10-28: 2% risk across 62 published cards 2026-10-29: 2% risk across 82 published cards 2026-10-30: 0% risk across 69 published cards 2026-10-31: 2% risk across 84 published cards 2026-11-01: 2% risk across 85 published cards 2026-11-02: 0% risk across 80 published cards 2026-11-03: 0% risk across 76 published cards 2026-11-04: 4% risk across 71 published cards ƒ JavaScript 2026-10-15: 19% javascript across 88 published cards 2026-10-16: 22% javascript across 98 published cards 2026-10-17: 20% javascript across 91 published cards 2026-10-18: 16% javascript across 92 published cards 2026-10-19: 22% javascript across 79 published cards 2026-10-20: 19% javascript across 78 published cards 2026-10-21: 22% javascript across 72 published cards 2026-10-22: 19% javascript across 89 published cards 2026-10-23: 11% javascript across 90 published cards 2026-10-24: 13% javascript across 86 published cards 2026-10-25: 18% javascript across 106 published cards 2026-10-26: 19% javascript across 77 published cards 2026-10-27: 14% javascript across 104 published cards 2026-10-28: 15% javascript across 62 published cards 2026-10-29: 12% javascript across 82 published cards 2026-10-30: 17% javascript across 69 published cards 2026-10-31: 14% javascript across 84 published cards 2026-11-01: 14% javascript across 85 published cards 2026-11-02: 22% javascript across 80 published cards 2026-11-03: 24% javascript across 76 published cards 2026-11-04: 18% javascript across 71 published cards
Developer Corner14 other categoriesDaily category averageScore axis 65–85Signal share0–100%

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

What moves with an 80+ score

5,313 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: 63% across all Developer Corner cards and 88% among cards scoring 80+, a +24 pp difference. ○ Open 63% → 88% +24 pp +24 pp Login: 40% across all Developer Corner cards and 18% among cards scoring 80+, a -22 pp difference. ⊠ Login 40% → 18% -22 pp -22 pp Paid: 32% across all Developer Corner cards and 21% among cards scoring 80+, a -11 pp difference. $ Paid 32% → 21% -11 pp -11 pp Ads: 0% across all Developer Corner cards and 0% among cards scoring 80+, a 0 pp difference. † Ads 0% → 0% 0 pp 0 pp Pretty: 92% across all Developer Corner cards and 99% among cards scoring 80+, a +7 pp difference. * Pretty 92% → 99% +7 pp +7 pp Pro: 51% across all Developer Corner cards and 99% among cards scoring 80+, a +49 pp difference. ● Pro 51% → 99% +49 pp +49 pp Niche: 95% across all Developer Corner cards and 99% among cards scoring 80+, a +4 pp difference. ◎ Niche 95% → 99% +4 pp +4 pp Human: 5% across all Developer Corner cards and 9% among cards scoring 80+, a +4 pp difference. ◉ Human 5% → 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: 23% across all Developer Corner cards and 21% among cards scoring 80+, a -2 pp difference. ƒ JavaScript 23% → 21% -2 pp -2 pp

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