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Developer Corner

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

Visual leads · 2026-11-05

Eight from today

Complete 100-card shelf
Landing-page snapshot of tensorless.dev Observed 2026-11-05 A 27B model on a $100 Tesla P100 tensorless.dev

A Linux command-line package pairs a custom quantization format and engine to run Qwen3.8-27B on an NVIDIA Tesla P100.

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Landing-page snapshot of gamarjoba.dev Observed 2026-11-05 Marani’s open ledger for Georgian speech gamarjoba.dev

Marani documents the collection and processing of Georgian speech data, alongside evaluation results for recognition models.

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Landing-page snapshot of idunnowts.com Observed 2026-11-05 Horizon Mod Translator: Create without the JVM idunnowts.com

A translator that rebuilds NeoForge mod code as native Rust for Horizon, a Rust rewrite of Minecraft Java.

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Landing-page snapshot of ohmybahgosh.dev Observed 2026-11-05 The rooted-TV software LG forgot to ship ohmybahgosh.dev

An independent developer’s open-source projects bring an IPTV player, USB Ethernet support, and a Linux package toolbox to rooted LG webOS TVs, alongside tools for developers.

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Landing-page snapshot of skillverdict.dev Observed 2026-11-05 Skillverdict: a scorecard for the skill scanners skillverdict.dev

A benchmark of four open-source AI-agent skill security scanners, tested against 186 skills in four languages and a set of attack samples.

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Landing-page snapshot of openwelldata.org Observed 2026-11-05 Open Well Data: a checked catalogue of subsurface data openwelldata.org

An index of public well, drilling, seismic, production, and CO₂ storage datasets, with access routes, licence details, and Python readers for selected data.

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Landing-page snapshot of untaughtworld.fun Observed 2026-11-05 Untaught’s physics-only experiment untaughtworld.fun

Untaught presents a browser-based simulation of comet ice, asking whether intelligence could emerge without human data, planted goals, or rewards.

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Landing-page snapshot of museslabs.org Observed 2026-11-05 Muses: three open-source tools from Greece museslabs.org

Muses presents phonto, a video-wallpaper tool; stochos, keyboard-driven mouse control; and kyma, for showing Markdown slides in a terminal.

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Complete daily shelf · Developer Corner

All 100 cards from 2026-11-05

The eight visual leads appear above; the remaining 92 continue here in their published shelf order.

Landing-page snapshot of pinright.dev pinright puts a version check in the install path pinright.dev

An open-source tool for coding agents that serves docs for the version being installed and checks dependencies before they run.

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Landing-page snapshot of kanadrobotics.com Kanad Robotics: a 5 kg cargo-drone mission kanadrobotics.com

A robotics research lab in Palanpur, Gujarat, outlines its plan to build autonomous cargo drones, starting with a 5 kg payload test.

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Landing-page snapshot of real2sim.bot Real2Sim: robot recordings, rebuilt by coding agents real2sim.bot

A benchmark that tests whether coding agents can turn robot recordings into interactive simulations, then evaluates the reconstructions against visual and action-based evidence.

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Landing-page snapshot of playpetri.xyz Petri’s living coin playpetri.xyz

A shared Conway’s Life game on NEAR, where colonies own cells, feed them PETRI, and compete for hourly NEAR payouts.

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Landing-page snapshot of gaebboss.dev gaebboss: from tender file to bid gaebboss.dev

A Rust and Python toolkit for reading, validating, and writing GAEB tender and bid files.

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Landing-page snapshot of hopcroftkarp.site How slow can Algorithm 7.5.1H be? hopcroftkarp.site

An interactive technical exploration of how many rounds Knuth’s implementation of the Hopcroft–Karp matching algorithm can take.

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Landing-page snapshot of postgrab.dev PostGrab makes PostgreSQL backups prove themselves postgrab.dev

PostGrab describes scheduled logical backups for managed PostgreSQL, with restores used to verify that each backup can actually be recovered.

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Landing-page snapshot of alethix.dev Alethix tests which security findings are real alethix.dev

Alethix checks scanner and AI code-review findings against a disposable copy of an application, then reports which issues it could reproduce.

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Landing-page snapshot of ascii-things.dev ASCII Things turns ASCII into a small ecosystem ascii-things.dev

A dependency-free JavaScript library for embedding animated, interactive ASCII scenes in web interfaces.

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Landing-page snapshot of expxa.com expXa: a V100-focused MoE inference engine expxa.com

A research-led inference engine tuned for quantized mixture-of-experts models running on NVIDIA V100 GPUs.

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Landing-page snapshot of graftmodel.com GraftModel: model repair by weight surgery graftmodel.com

An interactive tool for inspecting neurons in Qwen3.5-0.8B and trying small, reversible edits to its weights.

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Landing-page snapshot of kittleindustries.com Kittle Industries’ off-world construction simulator kittleindustries.com

Kittle Industries presents a browser game where players operate excavators on lunar and Martian terrain, with play sessions intended to generate robot-training data.

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Landing-page snapshot of pggate.dev pggate stress-tests Supabase queries in-browser pggate.dev

A browser-based tool that runs EXPLAIN analysis on a pasted Supabase schema and query at increasing table sizes, then suggests and rechecks fixes.

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Landing-page snapshot of reapr.dev Reapr puts mutation tests on the pull-request diff reapr.dev

Reapr runs a project's StrykerJS or cargo-mutants configuration against changed lines and reports mutations that its tests fail to catch.

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Landing-page snapshot of recombinant.dev Recombinant gives rejected plot moves a second life recombinant.dev

An API story engine for game studios, shown through a playable town demo and described as starting with an Unreal Engine plug-in.

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Landing-page snapshot of sidewinder.city Sidewinder routes cities beyond the car sidewinder.city

A routing API for bike, walking, and transit trips that returns street-level route details alongside directions.

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Landing-page snapshot of covertcompute.com Covert Compute puts programs inside Qwen weights covertcompute.com

A set of experiments explores programmable computation embedded in Qwen model weights, from token-driven programs to circuits compiled into model layers.

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Landing-page snapshot of moatbox.dev moatbox puts coding agents in a gated sandbox moatbox.dev

A CLI and hosted environment for running Claude Code, Codex, and opencode in isolated boxes, with integrated tools and human approval for risky actions.

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Landing-page snapshot of crossupload.com CrossUpload turns a phone scan into a form attachment crossupload.com

CrossUpload adds a QR handoff to web upload forms, letting visitors send a file from their phone to the form open on their computer.

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Landing-page snapshot of hammertrue.com The Settlement Oracle’s Bitcoin Cathedral hammertrue.com

A Bitcoin mempool monitor maps waiting payment offers into a three-dimensional field of cathedral-like spires, with confirmed blocks intended to appear as timestamped frames.

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Landing-page snapshot of iflowtailor.com iFlowTailor: a workbench beside the SAP editor iflowtailor.com

A browser extension for SAP Integration Suite that brings iFlow review, testing, debugging, and tenant search into a side panel.

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Landing-page snapshot of chaos-monkey.tech Chaos Monkey for Coding Agents chaos-monkey.tech

A benchmark compares how coding-agent harnesses recover from seeded tool-call failures, tracking task completion, cost, and whether agents report failures honestly.

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Landing-page snapshot of cudacompat.com CUDA Compatibility: CUDA 13 on Older NVIDIA GPUs cudacompat.com

An independent Linux project for running selected CUDA 13 PyTorch operations on older NVIDIA Maxwell GPUs.

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Landing-page snapshot of pandorasearch.com Pandora Search turns an identifier into an OSINT case graph pandorasearch.com

A browser-based OSINT tool that links findings from open sources into a graph, with provenance and case views for each investigation.

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Landing-page snapshot of ponytail-sec.dev Ponytail-sec reviews the code you just wrote ponytail-sec.dev

An open-source security plugin for AI coding agents that reviews code changes, audits repositories, and helps triage security findings.

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Landing-page snapshot of squish-compressor.com squish: a terminal compressor for heavy files squish-compressor.com

This free, open-source command-line tool compresses videos, images, PDFs, and audio on macOS and Linux.

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Landing-page snapshot of swgoh-api.dev An API for Galaxy of Heroes bots—with player consent built in swgoh-api.dev

A keyed REST API for Galaxy of Heroes player, guild, leaderboard, event, and game data, with optional player-authorized account reads.

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Landing-page snapshot of the-norns.com The Norns: a fleet HUD for EVE Online the-norns.com

The Norns is a read-only telemetry companion for EVE Online fleets focused on EDENCOM and smartbomb ratting.

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Landing-page snapshot of touchstone-us.com TouchStone: regression tests for RL environments touchstone-us.com

TouchStone helps developers turn requirements for reinforcement-learning environments into reviewed, repeatable safety and correctness checks.

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Landing-page snapshot of zhuan-lab.top A structural-monitoring simulator that spells out its limits zhuan-lab.top

An interactive demo compares sensor placements and simulated signals across simplified house and bridge models.

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Landing-page snapshot of agent-trail.app Agent Trail, a local tracker for coding-agent sessions agent-trail.app

A native macOS menu-bar app that brings coding projects, recorded edits, and live Claude, Codex, and Grok sessions together in one panel.

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Landing-page snapshot of agentidentityfinder.com The Agent Identity Key agentidentityfinder.com

A printed-style decision guide helps teams choose identity controls for AI agents.

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Landing-page snapshot of agentpickup.app agentPickup: agents order, people pick up agentpickup.app

A proposed handoff layer for agent-placed orders, using signed QR passes to connect payment with in-person collection.

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Landing-page snapshot of appfuzz.dev appfuzz: fuzz WebAssembly apps before they ship appfuzz.dev

An open-source CLI that tests WebAssembly apps against simulated backend responses to find crashes, security issues, and costly database patterns.

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Landing-page snapshot of chartant.net ChartAnt turns chart requests into shareable images chartant.net

An API and MCP server that renders charts, diagrams, and maps as image links for use in code, documents, and AI-assistant workflows.

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Landing-page snapshot of containerdesk.dev ContainerDesk: a native Mac control room for containers containerdesk.dev

A free, open-source Mac app for running and inspecting Linux containers through Apple’s container runtime.

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Landing-page snapshot of countersignauth.com Countersign, the Quest-game door check countersignauth.com

A security service for Quest games that checks game installs and headsets before letting players into PlayFab accounts or Photon rooms.

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Landing-page snapshot of deadwebstudios.com DeadWeb Studios’ public-video index deadwebstudios.com

A Grenoble data and software studio offering trend analysis, social-network analysis, research, and custom software built around an index of public videos.

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Landing-page snapshot of deeper.solutions DeePer: underwater markers for correcting vehicle drift deeper.solutions

A bilingual research summary describes a deep-learning method for detecting fiducial markers in murky underwater images to correct uncrewed vehicle localization.

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Landing-page snapshot of deslopping.app Deslopping wants AI-written code to face one real question before merge deslopping.app

Deslopping describes a GitHub App that asks reviewers to explain AI-written code and shows where a team may not understand it.

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Landing-page snapshot of dotsafe.dev dotsafe: a local-first secret manager dotsafe.dev

An open-source secret manager for developers that keeps vaults on their devices and syncs encrypted files through storage they choose.

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Landing-page snapshot of fiducy.dev Fiducy keeps users’ AI keys out of app servers fiducy.dev

Fiducy is a bring-your-own-key system for apps that let users make AI calls with their own provider keys.

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Landing-page snapshot of hellystudios.com Helly Studios: translations for the hell of it hellystudios.com

A non-commercial fan project translating and porting older Japanese and Korean games for modern computers.

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Landing-page snapshot of henglos.com Henglos IO: visual workflows for microcontrollers henglos.com

A visual programming environment for wiring sensor, actuator, and logic actions into workflows that the site says can run on a real microcontroller.

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Landing-page snapshot of hyperbutler.dev hyperbutler: Docker on Windows without WSL hyperbutler.dev

An open-source, Docker-compatible engine for Windows that runs dockerd in a small Hyper-V VM and works with the stock Docker CLI and Compose.

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Landing-page snapshot of joulesrobotics.com Joules Robotics: context compression for robot policies joulesrobotics.com

A robotics research and company site making the case for reducing unused context in robot policies while keeping their motion fixed.

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Landing-page snapshot of kirigamirobotics.com Kirigami’s grippers turn a pull into a grasp kirigamirobotics.com

It presents soft robotic grippers made by cutting a pattern into a thin sheet, then pulling the sheet so its flaps close around an object.

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Landing-page snapshot of larp-dev.com Larp Software Dev: a meeting point for LARP builders larp-dev.com

A free, bilingual Discord community for people building software and tools for live-action roleplay.

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Landing-page snapshot of le-os.org LE-OS: a source-built Linux distribution le-os.org

LE-OS is an independent x86_64 Linux distribution with its own package manager, signed package repository, and guided installer.

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Landing-page snapshot of linkslaters.com Link Slaters makes the hyperlink a field of study linkslaters.com

An independent guide to hyperlink history, HTML anatomy, accessibility and safer navigation, with an in-page Link Lab.

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Landing-page snapshot of mcpgatewaycompare.com MCP Gateway Datasheet: a 14-gateway selection table mcpgatewaycompare.com

A comparison guide scores 14 MCP gateways across seven criteria, with views for different deployment needs.

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Landing-page snapshot of meshmayhem.org MeshMayhem’s off-grid radio builds meshmayhem.org

A release hub for apps, bulletin boards, and bots built for Meshtastic and MeshCore LoRa radios.

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Landing-page snapshot of mintward.xyz Mintward’s checks before the onchain click mintward.xyz

A hub of small checks for onchain users and AI agents, from token-sale simulations to prompt-injection and payment-endpoint scans.

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Landing-page snapshot of motionhub.dev MotionHub’s MOTION.md format motionhub.dev

A library of open visual-style files for making AI-made films with agents and code-video engines.

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Landing-page snapshot of muxscape.com Muxscape turns tmux into a clickable SSH workspace muxscape.com

Muxscape is a Windows alpha SSH client that presents persistent tmux sessions as graphical tabs and panes.

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Landing-page snapshot of napdock.com napdock gives coding agents a supervised Mac workbench napdock.com

A native macOS app runs Claude Code, Codex, and Pi side by side, with approval controls and a separate Git worktree for each session.

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Landing-page snapshot of neurocuore.dev NeuroCuore’s sealed reports for AI agents neurocuore.dev

NeuroCuore says it checks what AI agents can do on company computers, then gives teams sealed reports about permissions, exposed credentials, and policy settings.

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Landing-page snapshot of otaihub.com OT AI Hub: a directory for AI that touches the plant otaihub.com

A hand-checked directory of AI products and papers for PLC programming, industrial protocols, and plant data.

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Landing-page snapshot of pocketdeploy.dev PocketDeploy puts Android phones to work as servers pocketdeploy.dev

A research-alpha project for running web apps, JavaScript APIs, and personal data from Android phones.

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Landing-page snapshot of pocketshell-app.com PocketShell: Debian in an Android workspace pocketshell-app.com

An Android app that installs Debian 13 without root and combines a Linux terminal, file handling, desktop apps, and command-line coding agents.

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Landing-page snapshot of properheader.com ProperHeader, a header editor you can inspect properheader.com

A Chromium browser extension for changing request and response headers, redirecting URLs, and overriding web files.

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Landing-page snapshot of reticleic.com ReticleIC: an open IC-design stack in progress reticleic.com

ReticleIC presents an open-source chip-design platform under development, aiming to bring layout, verification, extraction, and RTL work into one system.

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Landing-page snapshot of robojetty.com RoboJetty for LeRobot robojetty.com

A remote robot test bench for collecting demonstrations and evaluating LeRobot policies on real hardware.

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Landing-page snapshot of securemark.dev Securemark: badges with a public methodology securemark.dev

A service that scans public websites and GitHub repositories on a schedule, then serves security, performance, and infrastructure results as SVG badges.

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Landing-page snapshot of shipcanary.online ShipCanary checks app flows after a deploy shipcanary.online

A post-deploy testing tool for apps built with Lovable, Bolt, v0, Cursor, and Replit, with public-site checks and monitored browser flows.

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Landing-page snapshot of simonsays.stream SimonSays turns a phone into a sensor feed simonsays.stream

A browser-based tool for broadcasting phone sensor events to read-only listeners or routing them into a web app.

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Landing-page snapshot of spppd.xyz SPPPD, the compact racing game spppd.xyz

A free top-down racer for Windows, Android, and Linux, with AI races, online multiplayer, and a track editor.

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Landing-page snapshot of usebrowserai.xyz BrowserAI rents a disposable browser to your agent usebrowserai.xyz

A cloud Chromium session for AI agents, driven through CDP or MCP and billed by the second.

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Landing-page snapshot of veredictohumano.com A human-verdict API for AI agents veredictohumano.com

Veredicto Humano lets agents ask real people for subjective or cultural judgments, with a stated focus on Argentine context.

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Landing-page snapshot of vibestudio-ide.dev VibeStudio: an IDE for Android vibestudio-ide.dev

VibeStudio is an early-access Android development environment combining a code editor, terminal, Git tools, AI chat, and browser in one app.

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Landing-page snapshot of x402serps.com x402serps: search priced by the call x402serps.com

A pay-per-call web search and page-extraction API for AI agents, with an MCP server and USDC or card-credit payment options.

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Landing-page snapshot of agentbee.dev AgentBee routes coding tasks through invited contributors’ AI agents agentbee.dev

An in-development tool for assigning versioned coding tasks to invited peers, whose agents work on their own machines and submit work for checks.

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Landing-page snapshot of asordered.xyz AsOrdered puts a question between an AI shopping cart and payment asordered.xyz

A browser-run sandbox checks whether an AI shopping agent’s cart matches the shopper’s stated requirements before payment.

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Landing-page snapshot of nectorobotics.com Necto Robotics: construction robots without a central controller nectorobotics.com

Necto Robotics describes a research platform where robot fleets coordinate construction work through shared plans, local job claims, and placement checks.

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Landing-page snapshot of ownnative.dev OwnNative audits the software bill, then offers a path to owning the app ownnative.dev

A service for small businesses that audits software subscriptions and rebuilds the workflows they use into custom software, with the code handed over.

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Landing-page snapshot of rootaxislabs.com Root Axis Labs’ security tools and browser flasher rootaxislabs.com

A small security shop presents five free browser-based OSINT and network utilities alongside a Web Serial flasher for ESP32 boards.

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Landing-page snapshot of singularityos.org SingularityOS’s verification-first operating-system plan singularityos.org

A proposed open-source, memory-safe desktop OS downstream of Redox OS, with a contribution process designed for AI-assisted code.

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Landing-page snapshot of waddiel.pro Waddiel: a database safe for your Mac waddiel.pro

A Mac app for database backups, monitoring, tamper alerts, and schema checks, with PostgreSQL at the center and MySQL, MariaDB, and Firestore also listed.

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Landing-page snapshot of ingressd.com ingressd: self-hosted tunnels for home labs and game servers ingressd.com

An open-source, self-hosted alternative to hosted tunnels that routes web apps and game servers through edge nodes on VPSs you rent.

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Landing-page snapshot of mcupilot.com MCU Pilot puts embedded development on one workbench mcupilot.com

A Windows desktop assistant for STC 8051 and STM32 development, combining AI-assisted code changes with build, flashing, and serial debugging workflows.

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Landing-page snapshot of sms-router.com SMS Router: an Android SIM as an SMS gateway sms-router.com

A service that uses an Android phone and active SIM to send SMS from an API or a web dashboard.

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Landing-page snapshot of tenandtwo.app Ten and Two: a driving stand-up for coding agents tenandtwo.app

A hands-free voice interface for checking on coding-agent sessions and directing follow-up work during a commute.

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Landing-page snapshot of dekka.cloud Dekka’s Ghana-first cloud stack dekka.cloud

Dekka presents a cloud and AI infrastructure platform, starting in Ghana, with app deployment, data storage, and controls for where personal information goes.

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Landing-page snapshot of keyfuse.dev Keyfuse gives AI API keys individual off switches keyfuse.dev

Keyfuse describes a security tool that checks where AI keys are reachable, monitors spend per key, and can switch off a key that spikes.

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Landing-page snapshot of itsparley.com Parley: messaging infrastructure for AI agents itsparley.com

Parley connects AI agents to messaging accounts so they can send messages from the account holder’s own number.

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Landing-page snapshot of liveleg.dev Liveleg’s power-dialing API liveleg.dev

A priced API for parallel outbound dialing, with call control, number reputation checks, recording, transcripts, and webhooks.

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Landing-page snapshot of stonequay.net Stonequay routes camera feeds through its own relay stonequay.net

Stonequay offers remote access to cameras and recorders through relay nodes, without requiring a public IP address or router port forwarding.

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Landing-page snapshot of bogen.dev Bogen gives coding agents a canvas bogen.dev

Bogen is a planned open-source canvas where Claude Code or Codex would edit real HTML and CSS alongside a person, then export the design to a code repository.

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Landing-page snapshot of chameloon.com Chameloon: mini apps with a server of your choosing chameloon.com

Chameloon describes turning a few lines of text into iPhone apps whose data stays on the phone and syncs only with a server the user chooses—or no server at all.

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Landing-page snapshot of llmcutover.com LLM Cutover’s model-shutdown audit llmcutover.com

A tool for comparing a candidate language model with your current model on labeled samples, estimating costs, and reviewing disagreements.

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Landing-page snapshot of voltgrid.org VoltGrid AI: a 50-microsecond pause for the power surge voltgrid.org

VoltGrid says its C++/CUDA interposition engine staggers AI-training cluster collectives to reduce electrical power spikes without changing model code.

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Landing-page snapshot of acengine.tech AC Engine’s 312-byte vibration core acengine.tech

AC Engine presents an embedded C condition-monitoring engine designed to run on motor-controller microcontrollers and detect bearing and rotational faults without cloud access.

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Across the archive

Developer Corner, accumulating

21,315 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 2026-10-16: 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 78.02026-11-05: Developer Corner median 78.0 ○ Open 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 2026-11-05: 100% open across 100 published cards ⊠ Login 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 2026-11-05: 20% login across 100 published cards $ Paid 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 2026-11-05: 33% paid across 100 published cards † Ads 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 2026-11-05: 0% ads across 100 published cards * Pretty 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 2026-11-05: 97% pretty across 100 published cards ● Pro 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 2026-11-05: 79% pro across 100 published cards ◎ Niche 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 2026-11-05: 100% niche across 100 published cards ◉ Human 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 2026-11-05: 5% human across 100 published cards ! Risk 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 2026-11-05: 5% risk across 100 published cards ƒ JavaScript 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 2026-11-05: 25% javascript across 100 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

5,342 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 22% among cards scoring 80+, a -2 pp difference. ƒ JavaScript 23% → 22% -2 pp -2 pp

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