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Developer Corner

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

Visual leads · 2026-10-17

Eight from today

Complete 91-card shelf
Landing-page snapshot of hotdogbench.com Observed 2026-10-17 Hot dog. Not hot dog. hotdogbench.com

A playful benchmark compares ten AI models on 1,000 food photos, tracking accuracy, speed, and cost at one very specific classification task.

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Landing-page snapshot of openmtv.net Observed 2026-10-17 OpenMTV: Mad TV, rebuilt for modern systems openmtv.net

A native reimplementation of Rainbow Arts’ 1991 TV-station management game, with online multiplayer for two or three players.

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Landing-page snapshot of keybars.app Observed 2026-10-17 keybars makes your keyboard’s backlight play the music keybars.app

This free, open-source tool turns per-key RGB keyboard lighting into a live audio equaliser on macOS and Linux.

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Landing-page snapshot of shaunstudio.site Observed 2026-10-17 Shaun, the programming language that marks your homework shaunstudio.site

Shaun pairs a classroom-themed programming language with a downloadable desktop IDE and a compiler that the site says writes x86-64 machine code directly.

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Landing-page snapshot of circuit-sim.app Observed 2026-10-17 Circuit Simulation Lab: 24 Browser-Based Engineering Calculators circuit-sim.app

A collection of circuit calculators and netlist checks that runs ngspice in the browser, covering topics from surge and ESD protection to PCB impedance and power integrity.

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Landing-page snapshot of rahdar.dev Observed 2026-10-17 The 3 a.m. Artemis queue hunt rahdar.dev

Rahdar is an open-source console for managing and observing Apache ActiveMQ Artemis clusters across brokers.

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Landing-page snapshot of supertoolkit.dev Observed 2026-10-17 Supertoolkit: the agent never holds the credential supertoolkit.dev

A self-hosted credential broker that lets agents request named effects while keeping long-lived credentials out of their context.

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Landing-page snapshot of mai.fish Observed 2026-10-17 mai Fish: an AI-agent terminal dressed as a fish market mai.fish

A fishmonger-themed product page for mai, a terminal interface for running persistent AI coding-agent sessions.

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Complete daily shelf · Developer Corner

All 91 cards from 2026-10-17

The eight visual leads appear above; the remaining 83 continue here in their published shelf order.

Landing-page snapshot of gaitkit.com Gaitkit: Code-written 3D specimens that move gaitkit.com

A browser-based lab and catalogue for shaping low-poly 3D models with words or typed controls, then using them with motion in game engines or through an AI-agent connection.

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Landing-page snapshot of nohup.foo nohup.foo: nohup.out, but on the internet nohup.foo

A command-line service streams a long-running job’s output to a link you can watch or query from elsewhere.

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Landing-page snapshot of spacemushroom.com Space Mushroom’s materials atlas spacemushroom.com

An open reference for material properties, uses, performance, and failures across Earth and space environments.

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Landing-page snapshot of taktneural.fun Takt’s browser-local reflex laboratory taktneural.fun

An interactive neural-network sandbox where you train small artificial organisms to navigate a grid, then compare their learned behavior across different worlds.

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Landing-page snapshot of bootscry.org Bootscry’s evidence trail for physical AI-agent control bootscry.org

Bootscry provides an interface for AI agents to see and operate machines through a video KVM, with the Comet KVM serving as its working reference driver.

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Landing-page snapshot of cvelab.tech CVELab: a CVE proof with a control case cvelab.tech

CVELab describes a local Docker workflow for reproducing a CVE and testing the same proof against vulnerable and patched revisions.

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Landing-page snapshot of handwired.wiki Handwired: JavaScript as a learnable neural net handwired.wiki

An open-source project guide with live demos showing how ordinary JavaScript can become an exact, differentiable neural net.

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Landing-page snapshot of hyperprior.institute Hyperprior Institute: a small lab for cheaper machine learning hyperprior.institute

An independent research lab documents experiments in statistics and machine learning, with an emphasis on simple tools that run locally.

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Landing-page snapshot of lobstah.dev lobstah: coding agents off the watch lobstah.dev

An open-source tool for running Claude Code and Codex jobs in the background, then surfacing a pull request or a question when it needs your attention.

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Landing-page snapshot of machinechecked.org MachineChecked puts paper claims beside Lean proofs machinechecked.org

A local reader for mathematical papers and their Lean formalisations, with tools to connect statements and inspect proof status.

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Landing-page snapshot of morolmai.com MoroLM: A Darija model that shows its work morolmai.com

A from-scratch Moroccan Darija language-model research project, with public documentation of its training pipeline, current limits, and development history.

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Landing-page snapshot of porchlamp.org Porchlamp ranks open-source projects by how they treat pull requests porchlamp.org

The site compares open-source repositories using measures of contributor response, project criticality, governance, rigor, and accessibility—not star counts.

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Landing-page snapshot of proof-stream.com ProofStream: a file-access flight recorder proof-stream.com

ProofStream says it records which programs open which folders across Mac, Windows, and Linux machines, so teams can investigate file access later.

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Landing-page snapshot of sakura799.space Sakura Gal Toolkit: small fixes for visual novels sakura799.space

An open-source toolkit for visual novel players and fan translators, with released game-quality-of-life tools and a v0.1 AI translation prototype.

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Landing-page snapshot of unifiedmem.dev UnifiedMem maps Mac memory to local-LLM setups unifiedmem.dev

A Mac-focused guide matches Apple Silicon unified-memory tiers to local language models, serving runtimes, context limits, and coding-agent configurations.

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Landing-page snapshot of browserheap.com Browserheap keeps agent browser tabs asleep, not gone browserheap.com

A Chromium-based browser tool for long-running agents that puts idle tabs to sleep and wakes them with their state preserved.

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Landing-page snapshot of agentscm.dev AgentSCM catches agent file clashes before edits run agentscm.dev

An alpha source-control tool that tracks which files AI coding agents are working on and can refuse an overlapping edit before it runs, while keeping Git in the workflow.

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Landing-page snapshot of edgepost.dev Edgepost puts Cloudflare domain management on your phone edgepost.dev

An independent, open-source mobile app in development for managing Cloudflare domains, DNS, Workers, Pages and domain email.

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Landing-page snapshot of jevland.com Jev’s unofficial Chinese field guide, footnotes included jevland.com

A Chinese-language community site explains Jev, a judgment model, through use cases, call replays, setup guides, and comparisons with larger models.

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Landing-page snapshot of provenpin.com ProvenPin attaches test receipts to code recipes for AI agents provenpin.com

A free MCP server supplies coding agents with version-pinned recipes that the site says are tested and re-tested as libraries release updates.

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Landing-page snapshot of toolfinder.dev Toolfindr checks which MCP servers actually work toolfinder.dev

A live index of MCP Registry servers, with reported handshake status, authentication needs, available tools, latency, and last-check time.

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Landing-page snapshot of arete-robotics.com Arete Robotics turns factory work into robot-learning data arete-robotics.com

Arete presents factory-footage datasets, an open-source video-to-dataset tool, and a planned iPhone room scanner for robotics simulation.

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Landing-page snapshot of bugsieve.com Bugsieve puts exploited security flaws first bugsieve.com

A free scanner for GitHub, GitLab, and Bitbucket repositories that checks dependencies, secrets, code, settings, and licenses.

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Landing-page snapshot of canmetry.com Canmetry’s browser workbench for CAN logs canmetry.com

Canmetry presents a browser-based viewer for CAN log files, with DBC decoding, frame inspection, signal plots, and data exports.

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Landing-page snapshot of cyborgpl.com CyborgPL wants its compiler to prove every check cyborgpl.com

CyborgPL is an experimental compiled language built around a whole-program analyzer that aims to prove overflow and bounds checks at compile time.

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Landing-page snapshot of deadlock-playground.top Deadlock Playground: a Source 2 modding bench deadlock-playground.top

An open-source tool for inspecting Deadlock assets, posing characters, painting textures, and packaging mods.

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Landing-page snapshot of eitr.info EITR: a Norse-themed Arch desktop eitr.info

EITR presents an Arch-based desktop combining Hyprland, Quickshell and Walker, with themes, installation guides and recovery features.

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Landing-page snapshot of farcall.app Farcall puts local coding agents on your phone farcall.app

An Android app lets you chat with coding agents running on your Mac, Windows, or Linux computer and approve their commands from your phone.

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Landing-page snapshot of firmlint.com Firmlint puts AI code fixes through a proof loop firmlint.com

Firmlint describes an on-premise static analysis tool for C and C++ that explains findings and checks proposed fixes before marking them verified.

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Landing-page snapshot of foldscout.com FoldScout: a field guide to protein models and their licenses foldscout.com

A searchable directory for comparing AI protein and antibody design models by capability, compute needs, and commercial-use evidence.

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Landing-page snapshot of freetiertracker.com Free Tier Tracker puts developer freebies on the clock freetiertracker.com

A side-by-side index of free tiers across 50 developer services, with vendor links and dates for when each limit was checked.

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Landing-page snapshot of getpostmcp.com PostMCP: from an AI prompt to postal tracking getpostmcp.com

An MCP server lets compatible AI assistants prepare letters, then have them printed and posted to European destinations.

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Landing-page snapshot of hardwarelab.dev HardwareLab: AI you can touch hardwarelab.dev

A browsable catalog of DIY AI hardware projects, organized by board and category, with build details and links to makers’ sources.

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Landing-page snapshot of heflare.com Helium Flare turns unused API paths into decoys heflare.com

A working security prototype routes selected API requests into an isolated decoy and records what visitors do there.

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Landing-page snapshot of interleaf.dev Interleaf: sealed mail for Obsidian vaults interleaf.dev

Interleaf is an Obsidian plugin for sending end-to-end encrypted messages between vaults, using invite codes rather than accounts or a contact directory.

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Landing-page snapshot of lazaretto.xyz Lazaretto’s on-chain agent firewall lazaretto.xyz

Lazaretto screens blockchain text before an AI agent reads it, then checks the agent’s tool calls against the user’s request.

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Landing-page snapshot of mox-lang.dev Mox puts compile-time execution at the center of a programming language mox-lang.dev

Mox is a statically typed, low-level language for software and games, with compile-time execution and x86_64 JIT, LLVM, and C backends.

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Landing-page snapshot of mununu.dev Mununu, an RTL proof-and-controller tool mununu.dev

Mununu presents a Rust engine for formally checking reactive systems and synthesizing controllers, with CLI, HTTP API, and web UI access.

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Landing-page snapshot of paprika3d.app Paprika3D lets coding agents inspect Three.js scenes paprika3d.app

A Three.js MCP server and Claude Code plugin for screenshotting, testing, inspecting, and profiling 3D pages built with Three.js, React Three Fiber, or WebGL.

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Landing-page snapshot of polykyma.com Polykyma’s open 16-channel biopotential rig polykyma.com

Polykyma presents open-hardware sEMG and EEG equipment for capturing 16 channels of biopotential data and streaming it into Python.

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Landing-page snapshot of pqdoctor.com pqdoctor: post-quantum TLS, diagnosed pqdoctor.com

A command-line checker tests TLS, mail, and SSH servers for post-quantum key exchange, explains failures, and prints configuration fixes.

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Landing-page snapshot of rim-platform.org RIM, a chat workspace you can program rim-platform.org

RIM describes an Apache-2.0 self-hosted chat workspace built around programmable commands, plugins, keyboard controls and encrypted private conversations.

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Landing-page snapshot of rowkery.dev Rowkery puts AI database changes behind a human commit rowkery.dev

A Mac app for Postgres and SQLite that lets AI agents inspect permitted data and propose changes for review.

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Landing-page snapshot of safecheck.dev SafeCheck: security checks for AI-built apps safecheck.dev

SafeCheck says it scans a website, GitHub repo, or Android app for exposed keys, open databases, accidentally public files, and missing security headers.

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Landing-page snapshot of salvobackup.com Salvo Backup wants every failed server backup to name the culprit salvobackup.com

Salvo is an in-development backup tool for Linux, cPanel, and DirectAdmin servers that aims to explain what a backup missed and verify that restores work.

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Landing-page snapshot of shipsecurely.dev ShipSecurely’s Supabase exposure checker shipsecurely.dev

A security reference for apps built with coding assistants, with issue guides, fixes, tools, and a browser-based Supabase exposure check.

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Landing-page snapshot of toktail.app Toktail: a cost ledger for local AI tokens toktail.app

Toktail is a free, open-source app for tracking tokens processed by local AI models and comparing their costs with cloud providers.

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Landing-page snapshot of untilapi.com Until: a watch API that sends receipts untilapi.com

Until lets an agent watch a webpage for a defined condition and receive a signed receipt when it becomes true.

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Landing-page snapshot of usebridgecore.com Bridgecore Guard puts an approval gate in front of unattended AI usebridgecore.com

A tool that pauses irreversible AI-agent actions for human approval and monitors n8n workflows for failures.

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Landing-page snapshot of wattops.dev WattOps puts a meter on GPU idle time wattops.dev

A cluster monitoring tool that tracks GPU energy use, idle time, and costs across machines, jobs, and teams.

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Landing-page snapshot of wellknown.support Wellknown: a support desk for software agents wellknown.support

Wellknown proposes a JSON support card and MCP server so AI agents can get product help, check ticket status, or escalate questions to a person.

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Landing-page snapshot of bamsolve.com bamsolve: AI for photonics bamsolve.com

A public-alpha Python API for predicting photonic circuits from GDS layouts and layer stacks.

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Landing-page snapshot of igorot.space IGOROT’s CMOS Organism Synth MKII igorot.space

An independent synthesizer lab documents a desktop semi-modular instrument in development, built around CMOS logic and analog circuitry.

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Landing-page snapshot of inkrelay.app InkRelay turns print jobs into trackable API events inkrelay.app

A cloud-printing REST API routes PDFs or raw bytes through an installed Windows, macOS, or Linux agent to selected printers.

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Landing-page snapshot of krunyx.com HyperTeX turns LaTeX documents into a linkable web krunyx.com

HyperTeX is a downloadable browser for reading LaTeX documents as web pages and linking them together.

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Landing-page snapshot of mailbay.dev Mailbay gives agents their own inboxes mailbay.dev

An email API for sending and receiving messages, with disposable inboxes for AI agents and app tests.

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Landing-page snapshot of miragecdn.com Mirage CDN puts its network on the record miragecdn.com

A CDN for video, software, games, websites, and APIs, with public network details, documentation, and per-terabyte pricing.

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Landing-page snapshot of netnhanh.com NetNhanh: a workbench for telecom engineers netnhanh.com

A collection of more than 30 web tools for RAN, IP, and data-center workflows, including network calculations and configuration-file analysis.

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Landing-page snapshot of prodcanary.com ProdCanary checks whether vibe-coded apps are safe to ship prodcanary.com

A security scanner for apps built with tools such as Lovable, Bolt, Cursor, Next.js, Supabase, and Firebase.

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Landing-page snapshot of saltlogicmarine.com Salt Logic: one operating picture for marine systems saltlogicmarine.com

Salt Logic presents a marine SCADA platform for bringing vessel telemetry, alarms and engineering history together for onboard and fleet operations.

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Landing-page snapshot of shaderdle.dev Shaderdle makes shader practice a daily puzzle shaderdle.dev

The site presents a daily GLSL puzzle: write code or wire up nodes to match a target, then create puzzles for others.

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Landing-page snapshot of tileception.space Tileception, a zoomable tiling compositor for Linux tileception.space

An open-source Wayland compositor arranges Linux windows in nestable tile splits, with zoom controls for moving between levels.

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Landing-page snapshot of unstall.dev Unstall puts agent questions in the MacBook notch unstall.dev

A free Mac companion surfaces questions from coding agents running inside herdr, letting users answer from the notch or jump back to the terminal.

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Landing-page snapshot of vibepreflight.com VibePreflight checks what AI-built apps might expose vibepreflight.com

A security review for apps built with AI coding tools, with ranked findings and fix prompts intended to be pasted back into an assistant.

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Landing-page snapshot of lakeweaver.com The lakehouse with a reconciliation gate lakeweaver.com

Lakeweaver is a self-hosted data lakehouse designed to keep data in your own cloud storage and make writes auditable.

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Landing-page snapshot of moriti.dev Moriti: purpose checks before agent context moriti.dev

Moriti presents open-source privacy software that controls which data fields reach an AI agent for a given task.

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Landing-page snapshot of switchyardrouter.com Switchyard Router routes Apple-device traffic by policy switchyardrouter.com

A routing client for iPhone, iPad, Mac and Apple TV lets users decide which connections go direct, get blocked or pass through their own servers.

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Landing-page snapshot of cohortloom.com Clinical test patients, complete with answer keys cohortloom.com

CohortLoom offers longitudinal synthetic patient records for teams testing clinical-document software.

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Landing-page snapshot of getserverfund.com ServerFund puts the Minecraft server bill on the boss bar getserverfund.com

A Paper plugin displays how much of a server’s monthly bill is covered and gives players a way to contribute.

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Landing-page snapshot of immich-samsungtv.app Immich TV for Samsung: a photo library on the sofa immich-samsungtv.app

An independent Samsung Tizen app for browsing a self-hosted Immich photo and video library with the TV’s Smart Remote.

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Landing-page snapshot of mrtdlabs.com A penetration test for passport-reader trust boundaries mrtdlabs.com

MRTD Labs offers security testing for NFC passport and identity-card readers, including mobile apps and standalone devices.

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Landing-page snapshot of pomerado.xyz Pomerado turns websites into agent-ready APIs pomerado.xyz

A platform for creating hosted APIs or MCP tools that let AI agents interact with websites, including sites without existing APIs.

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Landing-page snapshot of httpresponder.com HTTP Responder: a toolbox of test endpoints httpresponder.com

A keyless HTTP testing service with endpoints for inspecting requests and shaping responses, including status codes, headers, redirects, authentication, cookies, delays, and streams.

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Landing-page snapshot of kirabench.com KiraBench tests local AI models on used consumer GPUs kirabench.com

A benchmark site comparing which open-weight models run on affordable, second-hand GPUs.

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Landing-page snapshot of meshrep.dev MeshRep puts mesh editing and reverse engineering in one app meshrep.dev

MeshRep is an alpha desktop tool for editing, inspecting, repairing, and reverse-engineering STL and 3D scan data.

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Landing-page snapshot of usesidekickdev.com Sidekick asks Roblox developers: did that update work? usesidekickdev.com

A Roblox analytics tool that says it grades game updates by retention, playtime, revenue and errors, then explains what changed.

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Landing-page snapshot of yolkaudio.xyz Yolk Audio wants your music library to stay yours yolkaudio.xyz

A personal project developing self-hosted music software, DIY hi-fi hardware and a future idea for artist-direct, DRM-free sales.

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Landing-page snapshot of dataenrich.dev DataEnrich: a live-change feed for specialty coffee dataenrich.dev

DataEnrich offers structured price, availability, bag-weight, and price-per-100g data from 30 specialty coffee roasters, through a REST API, MCP server, and Apify actor.

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Landing-page snapshot of hilbert.observer Hilbert’s market for contract doubt hilbert.observer

Hilbert proposes an Ethereum market where underwriters stake coverage against a protocol invariant, with payouts tied to an exploit proof.

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Landing-page snapshot of mixel.world Mixel LightScore: a score for the lights mixel.world

Mixel proposes an open companion format for music that would translate a song’s timing and creative direction into synchronized lighting across compatible devices.

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Landing-page snapshot of trominal.app Trominal: a self-hosted SSH client for teams trominal.app

Trominal presents an open-source SSH client for sharing hosts, snippets, and identities across desktop and mobile, with a server teams run themselves.

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Landing-page snapshot of tryshipcheck.com ShipCheck checks whether a vibe-coded app is ready to ship tryshipcheck.com

ShipCheck offers free beta scans of public GitHub repositories or live URLs for common launch problems, including exposed secrets, security headers, broken links, and slow pages.

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Landing-page snapshot of eloprise.com Eloprise’s plant-transformation automation concepts eloprise.com

Eloprise describes PlantBot and the Genesis Pod, development-stage concepts intended to automate parts of plant genetic engineering.

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Across the archive

Developer Corner, accumulating

19,733 cards provide an early longitudinal view—not a measure of the whole web.

Category pulse

score + signals · rolling 21 days
Developer Corner score and signal pulse Daily median editorial-interest threads for every category, the category average, and the daily prevalence of ten overlapping signals for Developer Corner over the latest 21 issues. Weird Finds daily median score Oddly Specific daily median score Useful Tools daily median score AI Table daily median score Civic & Public Life daily median score Learning & Exams daily median score Human Services daily median score Global Trade Desk daily median score Food, Events & Hospitality daily median score Commerce Shelf daily median score Content & Blogs daily median score Personal Pages daily median score Local Businesses daily median score Suspicious Gentlemen daily median score Daily average of category median scores Developer Corner daily median score 2026-09-27: Developer Corner median 78.02026-09-28: Developer Corner median 78.02026-09-29: Developer Corner median 78.02026-09-30: Developer Corner median 78.02026-10-01: Developer Corner median 78.02026-10-03: Developer Corner median 78.02026-10-05: Developer Corner median 78.02026-10-06: Developer Corner median 78.02026-10-07: Developer Corner median 78.02026-10-08: Developer Corner median 78.02026-10-09: Developer Corner median 78.02026-10-10: Developer Corner median 78.02026-10-11: Developer Corner median 78.02026-10-12: Developer Corner median 78.02026-10-13: Developer Corner median 78.02026-10-14: Developer Corner median 78.52026-10-15: Developer Corner median 78.02026-10-16: Developer Corner median 78.02026-10-17: Developer Corner median 78.0 ○ Open 2026-09-27: 100% open across 75 published cards 2026-09-28: 100% open across 101 published cards 2026-09-29: 100% open across 76 published cards 2026-09-30: 99% open across 80 published cards 2026-10-01: 99% open across 98 published cards 2026-10-02: 0% open across 0 published cards 2026-10-03: 100% open across 89 published cards 2026-10-04: 0% open across 0 published cards 2026-10-05: 100% open across 68 published cards 2026-10-06: 100% open across 92 published cards 2026-10-07: 99% open across 94 published cards 2026-10-08: 98% open across 55 published cards 2026-10-09: 100% open across 91 published cards 2026-10-10: 99% open across 83 published cards 2026-10-11: 100% open across 68 published cards 2026-10-12: 100% open across 127 published cards 2026-10-13: 100% open across 72 published cards 2026-10-14: 100% open across 86 published cards 2026-10-15: 100% open across 88 published cards 2026-10-16: 99% open across 98 published cards 2026-10-17: 100% open across 91 published cards ⊠ Login 2026-09-27: 23% login across 75 published cards 2026-09-28: 21% login across 101 published cards 2026-09-29: 14% login across 76 published cards 2026-09-30: 12% login across 80 published cards 2026-10-01: 19% login across 98 published cards 2026-10-02: 0% login across 0 published cards 2026-10-03: 16% login across 89 published cards 2026-10-04: 0% login across 0 published cards 2026-10-05: 24% login across 68 published cards 2026-10-06: 18% login across 92 published cards 2026-10-07: 18% login across 94 published cards 2026-10-08: 29% login across 55 published cards 2026-10-09: 24% login across 91 published cards 2026-10-10: 16% login across 83 published cards 2026-10-11: 19% login across 68 published cards 2026-10-12: 17% login across 127 published cards 2026-10-13: 22% login across 72 published cards 2026-10-14: 21% login across 86 published cards 2026-10-15: 16% login across 88 published cards 2026-10-16: 23% login across 98 published cards 2026-10-17: 19% login across 91 published cards $ Paid 2026-09-27: 25% paid across 75 published cards 2026-09-28: 22% paid across 101 published cards 2026-09-29: 24% paid across 76 published cards 2026-09-30: 24% paid across 80 published cards 2026-10-01: 21% paid across 98 published cards 2026-10-02: 0% paid across 0 published cards 2026-10-03: 25% paid across 89 published cards 2026-10-04: 0% paid across 0 published cards 2026-10-05: 31% paid across 68 published cards 2026-10-06: 18% paid across 92 published cards 2026-10-07: 20% paid across 94 published cards 2026-10-08: 22% paid across 55 published cards 2026-10-09: 23% paid across 91 published cards 2026-10-10: 17% paid across 83 published cards 2026-10-11: 32% paid across 68 published cards 2026-10-12: 21% paid across 127 published cards 2026-10-13: 31% paid across 72 published cards 2026-10-14: 20% paid across 86 published cards 2026-10-15: 20% paid across 88 published cards 2026-10-16: 21% paid across 98 published cards 2026-10-17: 26% paid across 91 published cards † Ads 2026-09-27: 0% ads across 75 published cards 2026-09-28: 0% ads across 101 published cards 2026-09-29: 0% ads across 76 published cards 2026-09-30: 0% ads across 80 published cards 2026-10-01: 0% ads across 98 published cards 2026-10-02: 0% ads across 0 published cards 2026-10-03: 1% ads across 89 published cards 2026-10-04: 0% ads across 0 published cards 2026-10-05: 0% ads across 68 published cards 2026-10-06: 0% ads across 92 published cards 2026-10-07: 0% ads across 94 published cards 2026-10-08: 0% ads across 55 published cards 2026-10-09: 0% ads across 91 published cards 2026-10-10: 0% ads across 83 published cards 2026-10-11: 0% ads across 68 published cards 2026-10-12: 0% ads across 127 published cards 2026-10-13: 0% ads across 72 published cards 2026-10-14: 0% ads across 86 published cards 2026-10-15: 1% ads across 88 published cards 2026-10-16: 1% ads across 98 published cards 2026-10-17: 1% ads across 91 published cards * Pretty 2026-09-27: 96% pretty across 75 published cards 2026-09-28: 95% pretty across 101 published cards 2026-09-29: 96% pretty across 76 published cards 2026-09-30: 98% pretty across 80 published cards 2026-10-01: 95% pretty across 98 published cards 2026-10-02: 0% pretty across 0 published cards 2026-10-03: 94% pretty across 89 published cards 2026-10-04: 0% pretty across 0 published cards 2026-10-05: 96% pretty across 68 published cards 2026-10-06: 93% pretty across 92 published cards 2026-10-07: 100% pretty across 94 published cards 2026-10-08: 96% pretty across 55 published cards 2026-10-09: 96% pretty across 91 published cards 2026-10-10: 99% pretty across 83 published cards 2026-10-11: 94% pretty across 68 published cards 2026-10-12: 98% pretty across 127 published cards 2026-10-13: 99% pretty across 72 published cards 2026-10-14: 97% pretty across 86 published cards 2026-10-15: 91% pretty across 88 published cards 2026-10-16: 98% pretty across 98 published cards 2026-10-17: 95% pretty across 91 published cards ● Pro 2026-09-27: 68% pro across 75 published cards 2026-09-28: 72% pro across 101 published cards 2026-09-29: 75% pro across 76 published cards 2026-09-30: 69% pro across 80 published cards 2026-10-01: 73% pro across 98 published cards 2026-10-02: 0% pro across 0 published cards 2026-10-03: 67% pro across 89 published cards 2026-10-04: 0% pro across 0 published cards 2026-10-05: 69% pro across 68 published cards 2026-10-06: 78% pro across 92 published cards 2026-10-07: 63% pro across 94 published cards 2026-10-08: 56% pro across 55 published cards 2026-10-09: 62% pro across 91 published cards 2026-10-10: 76% pro across 83 published cards 2026-10-11: 65% pro across 68 published cards 2026-10-12: 64% pro across 127 published cards 2026-10-13: 69% pro across 72 published cards 2026-10-14: 73% pro across 86 published cards 2026-10-15: 66% pro across 88 published cards 2026-10-16: 69% pro across 98 published cards 2026-10-17: 65% pro across 91 published cards ◎ Niche 2026-09-27: 100% niche across 75 published cards 2026-09-28: 100% niche across 101 published cards 2026-09-29: 96% niche across 76 published cards 2026-09-30: 100% niche across 80 published cards 2026-10-01: 100% niche across 98 published cards 2026-10-02: 0% niche across 0 published cards 2026-10-03: 100% niche across 89 published cards 2026-10-04: 0% niche across 0 published cards 2026-10-05: 99% niche across 68 published cards 2026-10-06: 100% niche across 92 published cards 2026-10-07: 100% niche across 94 published cards 2026-10-08: 100% niche across 55 published cards 2026-10-09: 99% niche across 91 published cards 2026-10-10: 100% niche across 83 published cards 2026-10-11: 100% niche across 68 published cards 2026-10-12: 98% niche across 127 published cards 2026-10-13: 100% niche across 72 published cards 2026-10-14: 100% niche across 86 published cards 2026-10-15: 99% niche across 88 published cards 2026-10-16: 99% niche across 98 published cards 2026-10-17: 100% niche across 91 published cards ◉ Human 2026-09-27: 11% human across 75 published cards 2026-09-28: 5% human across 101 published cards 2026-09-29: 12% human across 76 published cards 2026-09-30: 8% human across 80 published cards 2026-10-01: 6% human across 98 published cards 2026-10-02: 0% human across 0 published cards 2026-10-03: 6% human across 89 published cards 2026-10-04: 0% human across 0 published cards 2026-10-05: 10% human across 68 published cards 2026-10-06: 11% human across 92 published cards 2026-10-07: 9% human across 94 published cards 2026-10-08: 11% human across 55 published cards 2026-10-09: 3% human across 91 published cards 2026-10-10: 5% human across 83 published cards 2026-10-11: 12% human across 68 published cards 2026-10-12: 6% human across 127 published cards 2026-10-13: 11% human across 72 published cards 2026-10-14: 8% human across 86 published cards 2026-10-15: 11% human across 88 published cards 2026-10-16: 6% human across 98 published cards 2026-10-17: 7% human across 91 published cards ! Risk 2026-09-27: 0% risk across 75 published cards 2026-09-28: 0% risk across 101 published cards 2026-09-29: 3% risk across 76 published cards 2026-09-30: 1% risk across 80 published cards 2026-10-01: 2% risk across 98 published cards 2026-10-02: 0% risk across 0 published cards 2026-10-03: 0% risk across 89 published cards 2026-10-04: 0% risk across 0 published cards 2026-10-05: 3% risk across 68 published cards 2026-10-06: 0% risk across 92 published cards 2026-10-07: 0% risk across 94 published cards 2026-10-08: 0% risk across 55 published cards 2026-10-09: 4% risk across 91 published cards 2026-10-10: 1% risk across 83 published cards 2026-10-11: 4% risk across 68 published cards 2026-10-12: 4% risk across 127 published cards 2026-10-13: 0% risk across 72 published cards 2026-10-14: 3% risk across 86 published cards 2026-10-15: 1% risk across 88 published cards 2026-10-16: 1% risk across 98 published cards 2026-10-17: 0% risk across 91 published cards ƒ JavaScript 2026-09-27: 19% javascript across 75 published cards 2026-09-28: 19% javascript across 101 published cards 2026-09-29: 22% javascript across 76 published cards 2026-09-30: 24% javascript across 80 published cards 2026-10-01: 17% javascript across 98 published cards 2026-10-02: 0% javascript across 0 published cards 2026-10-03: 15% javascript across 89 published cards 2026-10-04: 0% javascript across 0 published cards 2026-10-05: 31% javascript across 68 published cards 2026-10-06: 18% javascript across 92 published cards 2026-10-07: 20% javascript across 94 published cards 2026-10-08: 25% javascript across 55 published cards 2026-10-09: 19% javascript across 91 published cards 2026-10-10: 17% javascript across 83 published cards 2026-10-11: 22% javascript across 68 published cards 2026-10-12: 18% javascript across 127 published cards 2026-10-13: 19% javascript across 72 published cards 2026-10-14: 10% javascript across 86 published cards 2026-10-15: 19% javascript across 88 published cards 2026-10-16: 22% javascript across 98 published cards 2026-10-17: 20% javascript across 91 published cards
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

4,846 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: 60% across all Developer Corner cards and 86% among cards scoring 80+, a +26 pp difference. ○ Open 60% → 86% +26 pp +26 pp Login: 42% across all Developer Corner cards and 19% among cards scoring 80+, a -23 pp difference. ⊠ Login 42% → 19% -23 pp -23 pp Paid: 33% across all Developer Corner cards and 22% among cards scoring 80+, a -11 pp difference. $ Paid 33% → 22% -11 pp -11 pp Ads: 0% across all Developer Corner cards and 0% among cards scoring 80+, a 0 pp difference. † Ads 0% → 0% 0 pp 0 pp Pretty: 92% across all Developer Corner cards and 99% among cards scoring 80+, a +7 pp difference. * Pretty 92% → 99% +7 pp +7 pp Pro: 49% across all Developer Corner cards and 99% among cards scoring 80+, a +50 pp difference. ● Pro 49% → 99% +50 pp +50 pp Niche: 94% across all Developer Corner cards and 99% among cards scoring 80+, a +5 pp difference. ◎ Niche 94% → 99% +5 pp +5 pp Human: 4% across all Developer Corner cards and 9% among cards scoring 80+, a +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: 24% across all Developer Corner cards and 22% among cards scoring 80+, a -1 pp difference. ƒ JavaScript 24% → 22% -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.