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Developer Corner

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

Visual leads · 2026-11-10

Eight from today

Complete 107-card shelf
Landing-page snapshot of crawltestlab.com Observed 2026-11-10 Baron Munchausen’s Crawl Test Lab crawltestlab.com

A deliberately broken website where you can test a crawler or SEO tool against explained issues and a public answer key.

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Landing-page snapshot of machine-a-deduire.com Observed 2026-11-10 Marco, la machine à déduire machine-a-deduire.com

A French-language project describes a rule-based reasoning system that traces answers to dated, sourced pieces of information instead of relying on a neural network.

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Landing-page snapshot of superpromptbrothers.dev Observed 2026-11-10 Super Prompt Brothers, in Flags and Floor Plans superpromptbrothers.dev

A Tennessee capture-the-flag team shares its competition record, detailed event write-ups, and a browser-based simulated terminal.

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Landing-page snapshot of falloutnewvegasweb.com Observed 2026-11-10 New Vegas, inside the browser falloutnewvegasweb.com

New Vegas Web lets players run their own installed copy of Fallout: New Vegas in a browser by linking the game’s installation folder.

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Landing-page snapshot of parol6.build Observed 2026-11-10 A robot arm, one milestone at a time parol6.build

Joel’s public build wiki follows a six-axis desktop robot arm from a bare control board toward playing a Eurorack skiff.

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Landing-page snapshot of mcdub3.xyz Observed 2026-11-10 Midnight Club 3, recompiled for the browser mcdub3.xyz

A fan project that ports Midnight Club 3: DUB Edition Remix to the browser, using game files supplied and served locally by the player.

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Landing-page snapshot of parcad.dev Observed 2026-11-10 ParCAD turns CAD scripts into checked solids parcad.dev

An open-source parametric CAD tool lets people write models as code, inspect measured geometry, and expose the same tools to AI agents over MCP.

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Landing-page snapshot of rigprobe.dev Observed 2026-11-10 Rigprobe’s field notes on low-cost LLM APIs rigprobe.dev

A Japanese-language site publishes hands-on measurements of local LLMs, GPUs, and low-cost cloud LLM APIs, alongside data and scripts for reproducing its figures.

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Complete daily shelf · Developer Corner

All 107 cards from 2026-11-10

The eight visual leads appear above; the remaining 99 continue here in their published shelf order.

Landing-page snapshot of safina.run Safina puts Kubernetes operations in a careful terminal safina.run

Safina is a keyboard-driven Kubernetes terminal UI for inspecting workloads, troubleshooting, and making guarded changes.

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Landing-page snapshot of rustybin-mock.dev Rustybin’s HTTP mock workbench rustybin-mock.dev

An HTTP stub service for API and AI gateway demos, with request-inspection tools and a large catalog of mock endpoints.

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Landing-page snapshot of agentreadycrawlers.com The Crawler Index agentreadycrawlers.com

An index of 70 AI crawlers and agents, with their user-agent tokens, purposes, verification methods, and measured robots.txt block rates.

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Landing-page snapshot of crdpedia.dev CRDpedia, the Kubernetes API field guide crdpedia.dev

A browsable reference for Kubernetes APIs and custom resources, organized by field, project, vendor, and release.

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Landing-page snapshot of derpproductions.com Derp Productions CB Fork: FT8 for CB radio derpproductions.com

A free, open-source Windows fork of WSJT-CB for using FT8 on CB radio, with support for longer and event callsigns.

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Landing-page snapshot of discord-is.fun Discord’s Build-and-Experiment Watchtower discord-is.fun

A searchable tracker of Discord client builds, experiments, server rollouts, and API changes.

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Landing-page snapshot of ochacakramurti.dev Ocha Cakramurti’s LLM inference lab ochacakramurti.dev

A platform engineer’s portfolio of LLM inference and MLOps work, alongside an interactive lab focused on GPU infrastructure trade-offs.

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Landing-page snapshot of simulationtheoryfly.com A Fruit Fly, Driven by a Live Neural Simulation simulationtheoryfly.com

SimulationTheoryFly pairs an orbitable fruit-fly model with a spiking-neuron display and controls for behaviors such as walking, grooming, steering, and startle.

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Landing-page snapshot of vcside.com An IDE with a cycle column for every 2600 instruction vcside.com

A free, cross-platform native IDE for making Atari 2600 games in assembly, batari Basic, or C for ELF cartridges.

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Landing-page snapshot of atelieralterlab.com Atelier Alter Lab’s tools for architects atelieralterlab.com

The software lab of an architecture studio presents Rhino plugins and modeling tools developed around its building-design work.

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Landing-page snapshot of benbow.dev Benbow: a Mac workbench for local PHP sites benbow.dev

Benbow is a free, open-source Mac app for running PHP projects locally with separate PHP versions, trusted HTTPS, databases, and tools for reviewing AI-agent changes.

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Landing-page snapshot of buildstationai.com Buildstation puts coding agents on a 16GB GPU buildstationai.com

Buildstation compares coding-agent harnesses and open-weight models on consumer hardware, with benchmarks designed to be repeatable.

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Landing-page snapshot of clawdcursor.dev clawdcursor: desktop control with a verification step clawdcursor.dev

A local MCP server that lets AI agents inspect and control desktop interfaces through named UI elements, with actions routed through a safety layer.

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Landing-page snapshot of desktoptomobile.com Desktop to Mobile: a phone-sized way into your PC desktoptomobile.com

Two free, open-source tools adapt a PC’s VS Code workspace or individual Windows apps for use on a phone.

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Landing-page snapshot of gearscript.org GearScript turns mechanism descriptions into motion gearscript.org

A free, open-source, CSS-like language for describing connected mechanisms and animating them in 3D in a browser.

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Landing-page snapshot of hookgres.dev Hookgres makes webhook delivery part of the transaction hookgres.dev

A TypeScript library that queues signed webhooks in a Postgres transaction and handles delivery, retries, and logging.

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Landing-page snapshot of irregularities.org Irregularities: a replication reference for deep learning irregularities.org

A research reference tracks reported deep-learning effects and gathers studies that test where they hold, weaken, or fail to reproduce.

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Landing-page snapshot of kiln3d.dev KILN turns text files into stylised 3D game models kiln3d.dev

KILN is a free, open-source modeling language that turns text-written shapes into 3D assets, including glTF files and Godot scenes.

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Landing-page snapshot of playledger.dev Ledger: gameplay rules with receipts playledger.dev

Ledger is a deterministic gameplay ability system for defining stats, abilities, and effects as content, then checking and playing them.

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Landing-page snapshot of safetxlens.org Safe Tx Lens traces Safe transactions through their evidence safetxlens.org

A read-only tool for reviewing Safe transactions before signing or after execution, using hashes, decoded calls, target code, and measured effects when available.

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Landing-page snapshot of signeto.dev Signeto: the approval gate between AI agents and production signeto.dev

Signeto describes a gateway where an AI agent requests approval for a sensitive action, a person signs on their phone, and the gateway issues a short-lived, narrowly scoped credential.

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Landing-page snapshot of skillarena.dev SkillArena’s UI-skill control group skillarena.dev

A side-by-side comparison of UI skills for Claude Code and other AI coding agents, tested against the same briefs.

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Landing-page snapshot of sourcegull.org Sourcegull: 84 ms across 1,007 repositories sourcegull.org

An open-source, self-hosted code search and code intelligence platform for GitLab, GitHub, and Gitea.

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Landing-page snapshot of getkerf.dev Kerf puts guardrails around Kubernetes rightsizing getkerf.dev

An open-source tool that uses container usage data to recommend and apply Kubernetes CPU and memory settings, with cost estimates and rollback safeguards.

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Landing-page snapshot of meshvpn.dev meshvpn: a mesh VPN with no server at all meshvpn.dev

An open-source project for connecting laptops, servers, Raspberry Pis, containers, and other machines over a private network without a coordination server.

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Landing-page snapshot of nestbox.pet NestBox: a pixel goose for your desk nestbox.pet

NestBox is a small desk display whose pixel goose can react to webhooks sent by scripts, Home Assistant, phone shortcuts, or coding agents.

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Landing-page snapshot of protocolexplorer.run Protocol Explorer, down to the byte protocolexplorer.run

An interactive guide to 33 internet protocols, with animated exchanges and packet fields decoded in context.

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Landing-page snapshot of superintelligence-plugins.com SI Plugins’ evidence-labeled API rankings superintelligence-plugins.com

A directory comparing tools for AI agents, with rankings across search, answer, fetch, and other categories.

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Landing-page snapshot of tryorchard.dev Orchard: A Virtual Device Lab for Mobile Security tryorchard.dev

Orchard presents virtual iOS and Android devices for security testing, malware analysis, and CI workflows.

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Landing-page snapshot of agentsbytask.com AgentsByTask’s evidence-labeled tool directory agentsbytask.com

A directory of AI agents, MCP servers, APIs, CLIs, skills, and website actions, organized around tasks people want to complete.

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Landing-page snapshot of airbagmcp.com AirbagMCP puts a brake between AI agents and IBKR airbagmcp.com

A Rust MCP server that checks AI trading agents’ Interactive Brokers orders against risk limits before they can leave the machine.

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Landing-page snapshot of axisdatum.com AxisDatum puts crop pixels, ships, and aircraft on the research map axisdatum.com

A geographic research workspace connecting USDA crop classifications with vessel and aircraft observations, plus API and agent integrations.

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Landing-page snapshot of barxcompute.com Barx: an 80B model in 5.5 GB barxcompute.com

Barx is a local inference engine that streams mixture-of-experts models from storage instead of loading the whole model into memory.

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Landing-page snapshot of bufonite.com BUFONITE puts a checkpoint in front of AI-agent skills bufonite.com

BUFONITE presents a scanner for GitHub, npm, and MCP skills, with grades and checks that can be used before installation or in CI.

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Landing-page snapshot of cartquay.com Cartquay checks whether AI agents can shop a store cartquay.com

A free scanner tests whether shopping agents can find products, reach checkout, and pay on an online store.

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Landing-page snapshot of concurrencyguard.dev cguard, the Python race-condition inspector concurrencyguard.dev

A command-line tool for finding and checking concurrency hazards in Python, with suggested source-preserving repairs.

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Landing-page snapshot of extensibleweb.app A web app you can take apart extensibleweb.app

Extensible Web Apps is an experiment in apps built from plugins that users can inspect, switch off, and change.

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Landing-page snapshot of getruptura.dev Ruptura predicts Kubernetes workload failures getruptura.dev

An open-source Kubernetes and OpenShift operator that uses existing monitoring data to forecast workload failures and send findings to Alertmanager and other tools.

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Landing-page snapshot of goburrow.net Burrow’s small, self-hosted error tracker goburrow.net

Burrow describes an error-tracking server that accepts Sentry SDK events or plain JSON and groups them into issues.

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Landing-page snapshot of hellosre.com Srelab turns postmortems into outage drills hellosre.com

Srelab rebuilds documented incidents as SRE drills for an AI agent to investigate, with a solo-play option.

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Landing-page snapshot of kamrobotics.com Kam Robotics’ second-physics-engine gate kamrobotics.com

Kam Robotics offers robot-control policy training, with policies trained in Isaac Sim, evaluated in MuJoCo, and delivered with deployment files and a test report.

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Landing-page snapshot of noesisspace.com Noesis Space: recovery planning for damaged satellites noesisspace.com

Noesis describes a system that estimates what a damaged satellite can still safely do, plans recovery from telemetry, and checks each plan against physics.

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Landing-page snapshot of patch-it.dev Patch-it, the API-change night shift patch-it.dev

Patch-it says it watches API-provider changes, finds affected code, and opens pull requests with proposed fixes.

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Landing-page snapshot of patchnotice.org PatchNotice sends one-time warnings about exposed software risks patchnotice.org

The service checks public websites for software versions associated with known security issues and emails the site’s published contact.

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Landing-page snapshot of pleris.dev Pleris wants the compiler to say no pleris.dev

Pleris is an unreleased language for web apps that uses compiler rules to catch problems involving data privacy, exposed secrets, and stale responses.

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Landing-page snapshot of raw.computer raw.computer: full Linux machines for AI agents raw.computer

An early-access service presenting full Linux virtual machines for AI agents, CI, and developers, with per-second billing and an HTTP API.

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Landing-page snapshot of rowlab.dev rowlab asks a question of every row rowlab.dev

An open-source tool for labeling, extracting, and rewriting tabular data with AI, from a small sample to a full dataset.

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Landing-page snapshot of runnerbox.dev Runnerbox: a GitHub Actions bill autopsy runnerbox.dev

A free, open-source tool and guide for finding costly GitHub Actions jobs and deciding what to change.

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Landing-page snapshot of satchelnft.xyz Satchel: transferable wallet NFTs across 16 EVM chains satchelnft.xyz

Satchel presents NFTs that control a single address across 16 EVM chains, with signing history intended to help buyers check a wallet before taking it over.

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Landing-page snapshot of sigmx.dev sigmx, a framework that counts every kilobyte sigmx.dev

sigmx is a server-driven web framework that uses HTML attributes for signals, requests, and page updates, with a build scanner that includes plugins found in your markup.

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Landing-page snapshot of slopelo.com Slop Elo: an ELO ladder for LinkedIn’s suspected AI slop slopelo.com

A Chrome extension scores LinkedIn posts for suspected AI writing as users scroll, then displays author ratings in a public leaderboard.

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Landing-page snapshot of spirolo.com Spirolo reads the tests your green checkmark doesn’t spirolo.com

An alpha command-line tool that analyzes JavaScript and TypeScript test suites, setup files, and CI configuration without running the tests.

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Landing-page snapshot of spotagentiq.com SpotAgentIQ puts a human checkpoint between AI agents and risky tool calls spotagentiq.com

An open-source MCP proxy lets AI agent tool calls pass, get blocked, or wait for human approval under configurable rules.

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Landing-page snapshot of steelbound.dev Steelbound brings Steel Battalion to modern PCs steelbound.dev

A high-level emulator project aims to run the original Xbox game on Windows, using a disc image made from the player’s own copy.

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Landing-page snapshot of supersql.app Supersql puts Postgres and local data files in one query window supersql.app

Supersql describes a Mac app for querying Postgres alongside CSV, Parquet, and SQLite files, with scheduled queries and access for coding agents.

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Landing-page snapshot of theirside.dev Theirside pinpoints which third-party API is failing theirside.dev

A self-hosted monitoring tool for Node backends that identifies failing providers and endpoints, then prepares summaries for their support teams.

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Landing-page snapshot of trailscope.pro Trailscope keeps API requests attached to their context trailscope.pro

An open-source, self-hosted request-logging tool for inspecting API traffic, filtering it with SQL, and tracing a customer’s activity across services and background jobs.

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Landing-page snapshot of wearears.com Earbud controls, one wrist away wearears.com

WearEars brings earbud battery readings and listening-mode controls to a Wear OS watch through open-source drivers.

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Landing-page snapshot of webmcpx.dev WebMCPx: a bridge from websites to agent actions webmcpx.dev

An open-source scanner and integration layer for adding WebMCP tools to websites and setting up agents to use them.

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Landing-page snapshot of wherebox.dev Wherebox: maps from one URL wherebox.dev

Wherebox turns an HTTP request describing an area, points, or a route into an embeddable locator-map image.

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Landing-page snapshot of worldprint.dev Worldprint turns Unity scenes into maps worldprint.dev

A native Unity map engine that turns scene objects into vector-map data for minimaps, world maps, and fog of war.

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Landing-page snapshot of wwwave.dev wwwave turns a link into a live app–agent session wwwave.dev

wwwave lets an app share screenshots, notes, and pages with an AI agent through a live session link, with replies returning on that link.

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Landing-page snapshot of axteros.com AxterOS: satellite monitoring for mining permits axteros.com

AxterOS presents a satellite and equipment-tracking system for monitoring mining permit areas in Bangka Belitung, Indonesia.

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Landing-page snapshot of bosunmux.app Bosun brings remote coding-agent sessions to the iPhone bosunmux.app

An iPhone app for connecting to computers’ terminals and coding agents, with chat, approvals, and access to SSH, Mosh, herdr, and tmux sessions.

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Landing-page snapshot of cardaxep.com CardaxEP: Cardiac tissue, computed live cardaxep.com

A suite of cardiac electrophysiology apps for simulation, education, and research, built around tissue models that compute wavefronts and electrograms as they run.

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Landing-page snapshot of claudster.dev Claudster keeps Claude Code sessions in view claudster.dev

A macOS menu bar app that tracks which Claude Code sessions are working, finished, or waiting on you, with a companion view for your phone.

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Landing-page snapshot of coldchainos.org coldchainOS makes cold-storage assumptions inspectable coldchainos.org

An open-source project in development connecting real-estate, refrigeration, power, and operating-cost evidence for cold-storage decisions.

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Landing-page snapshot of dagpeek.com Dagpeek puts Dagu runs in the menu bar dagpeek.com

Dagpeek is a free, open-source desktop app for Mac and Windows that monitors Dagu workflows without opening the web UI.

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Landing-page snapshot of diffcost.dev DiffCost puts a price tag on SQL changes before merge diffcost.dev

DiffCost says it dry-runs changed BigQuery queries or dbt models and posts the estimated per-run cost change on a GitHub pull request.

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Landing-page snapshot of docaibench.app DocAI Bench: Valid JSON Can Still Be Wrong docaibench.app

A benchmark service that checks AI document-extraction results against versioned reference datasets.

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Landing-page snapshot of getricochet.dev Ricochet keeps webhook deliveries replayable getricochet.dev

Ricochet is a webhook capture and replay tool for routing provider events to an app, inspecting them, and sending them again.

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Landing-page snapshot of goaliphy.com Goaliphy: tracing robot failures to training data goaliphy.com

Goaliphy presents a workflow for tracing failed robot rollouts to training episodes and checking proposed fixes through retraining.

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Landing-page snapshot of hyperpwn.xyz A field report on exposed ISP looking-glass servers hyperpwn.xyz

A security investigation describes unauthenticated command execution found across exposed hyperglass instances and assesses the reported reach of the access.

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Landing-page snapshot of irisdial.com Irisdial measures what happens after a quote irisdial.com

A pre-mainnet dashboard project for measuring Elysium swap markouts against Hyperliquid’s order-book mid at 1, 5, and 30 seconds after a fill.

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Landing-page snapshot of lemonlime.dev LemonLime’s cloud fleet for coding agents lemonlime.dev

LemonLime offers a way to run Claude Code, Codex, OpenCode, and other coding agents in separate cloud VMs, using an AI plan or API key the user already has.

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Landing-page snapshot of mirab.dev mirab: agents in VMs on your own machine mirab.dev

mirab is a beta, MIT-licensed CLI for running an agent’s folder—its loop, tools, and commands—inside a VM on your hardware.

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Landing-page snapshot of notifierforcodex.com Notifier for Codex: approvals from the phone notifierforcodex.com

A phone companion for Codex CLI that sends notifications when Codex finishes or needs a decision, so users can approve, reject, or answer remotely.

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Landing-page snapshot of playloom.dev Playloom: a video player you can theme in your browser playloom.dev

Playloom lets you customize a video player, then download a small script to add it to a site’s video element.

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Landing-page snapshot of sandboxproviders.com A price-and-isolation ledger for AI agent sandboxes sandboxproviders.com

Sandbox Providers compares AI code sandbox services by compute price, isolation model, pause/resume behavior, and other technical features.

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Landing-page snapshot of tovik.dev Tovik’s task-running desktop browser tovik.dev

Tovik presents a desktop browser agent that carries out tasks in sites where you’re already signed in, with approval stops for actions such as sending, paying, posting, or deleting.

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Landing-page snapshot of waitrooms.dev Waitrooms: a virtual queue for traffic spikes waitrooms.dev

Waitrooms offers branded virtual queues to meter traffic during ticket drops, product launches, and other traffic spikes, with snippet-based setup and developer integrations.

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Landing-page snapshot of monavi.app Monavi puts cloud agents in your Chrome—with approval monavi.app

Monavi describes an extension and paired agent workflow for letting cloud agents operate in your existing Chrome browser through a CLI, MCP, or TypeScript SDK.

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Landing-page snapshot of unstuckagents.com Unstuck Agents turns agent errors into checkable fixes unstuckagents.com

A searchable field guide for AI-agent errors, with fixes and verification steps, also available through an MCP server.

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Landing-page snapshot of useanix.com Anix keeps open models on the API menu useanix.com

Anix offers an OpenAI-compatible API for open-weight models after their original hosts stop serving them.

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Landing-page snapshot of vrcode.quest VR Code: your room is your IDE vrcode.quest

A Meta Quest project that puts live Mac terminals around you, with hand-arranged windows, voice dictation, and an AI interaction.

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Landing-page snapshot of copperbar.dev Copperbar keeps coding agents in separate worktrees—and the merge in human hands copperbar.dev

A Mac app for running Claude Code, Codex, Cursor, and OpenCode in separate Git worktrees, with tools for reviewing changes before accepting them.

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Landing-page snapshot of petrelatmospheric.com Petrel Atmospheric petrelatmospheric.com

A team developing autonomous aircraft and mission-planning software to measure conditions inside tropical cyclones and severe storms.

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Landing-page snapshot of rmmguard.com RMM Guard’s browser-only policy builder rmmguard.com

A browser-based utility for creating WDAC policy XML and Microsoft Defender indicator CSVs to help manage remote monitoring and management tools.

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Landing-page snapshot of askravn.com Ravn puts contact-data lookups in AI agents’ hands askravn.com

Ravn offers email verification, contact finding and company enrichment through MCP, a CLI and a REST API.

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Landing-page snapshot of moonpeak.dev Moonpeak probes MCP servers before they ship moonpeak.dev

A browser-based inspector checks MCP servers, lists their tools, scores protocol and security behavior, and lets visitors run tools and preview MCP App UIs.

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Landing-page snapshot of newtennet-tech.com New Ten builds around the whole signal chain newtennet-tech.com

The Zhengzhou company presents data-acquisition cards, FPGA and RFSoC processing boards, recording and playback systems, and related engineering services.

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Landing-page snapshot of partsforagents.com Parts for Agents turns agent-made CAD into print requests partsforagents.com

A developer-facing service for submitting CAD designs for review, quoting, 3D printing, and shipment, with MCP and REST entry points.

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Landing-page snapshot of pinparse.com Pinparse turns recurring PDF layouts into JSON pinparse.com

A PDF-to-JSON tool for recurring document layouts: users pin values on a sample, then send later matching PDFs to an API.

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Landing-page snapshot of whatthebugs.com What the Bugs: a patch stream for agents whatthebugs.com

What the Bugs presents a severity-ranked stream of patch-relevant issues, including CVEs, distro advisories, CA distrust, and end-of-life cycles, with version ranges and fix pointers.

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Landing-page snapshot of diffless.org Diffless wants migrations to come with proof diffless.org

Diffless presents a tool that migrates legacy code, then compares old and new versions by replaying captured production traffic.

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Landing-page snapshot of protopass.dev Protopass gives coding agents a clickable prototype pass protopass.dev

Protopass is an open-source kit that helps coding agents turn an idea into a local, clickable prototype before the app is built.

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Landing-page snapshot of sendline.dev Sendline: SMS for AI agents sendline.dev

An SMS API with MCP, SDK, and REST access, plus a keyless evaluation tier and prepaid message credits.

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Landing-page snapshot of callcentrefinder.com 21mv: a deploy platform on a call-centre domain callcentrefinder.com

The page presents 21mv as a quick deployment service for SvelteKit apps, with hosted Postgres, a mail proxy, and a local language model.

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No snapshot AgentSafe checks URLs before AI agents read them agentsafe.dev

AgentSafe presents an API for scanning web pages for hidden prompt injection and phishing signals, with a verdict and cleaned Markdown as output.

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Across the archive

Developer Corner, accumulating

21,706 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 2026-10-21: 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 78.02026-11-06: Developer Corner median 78.02026-11-07: Developer Corner median 78.02026-11-08: Developer Corner median 78.02026-11-09: Developer Corner median 78.52026-11-10: Developer Corner median 78.0 ○ Open 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 2026-11-06: 100% open across 61 published cards 2026-11-07: 100% open across 76 published cards 2026-11-08: 100% open across 85 published cards 2026-11-09: 98% open across 62 published cards 2026-11-10: 100% open across 107 published cards ⊠ Login 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 2026-11-06: 21% login across 61 published cards 2026-11-07: 20% login across 76 published cards 2026-11-08: 21% login across 85 published cards 2026-11-09: 15% login across 62 published cards 2026-11-10: 18% login across 107 published cards $ Paid 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 2026-11-06: 30% paid across 61 published cards 2026-11-07: 25% paid across 76 published cards 2026-11-08: 19% paid across 85 published cards 2026-11-09: 29% paid across 62 published cards 2026-11-10: 19% paid across 107 published cards † Ads 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 2026-11-06: 0% ads across 61 published cards 2026-11-07: 0% ads across 76 published cards 2026-11-08: 0% ads across 85 published cards 2026-11-09: 0% ads across 62 published cards 2026-11-10: 0% ads across 107 published cards * Pretty 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 2026-11-06: 98% pretty across 61 published cards 2026-11-07: 97% pretty across 76 published cards 2026-11-08: 98% pretty across 85 published cards 2026-11-09: 97% pretty across 62 published cards 2026-11-10: 100% pretty across 107 published cards ● Pro 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 2026-11-06: 66% pro across 61 published cards 2026-11-07: 64% pro across 76 published cards 2026-11-08: 75% pro across 85 published cards 2026-11-09: 73% pro across 62 published cards 2026-11-10: 66% pro across 107 published cards ◎ Niche 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 2026-11-06: 100% niche across 61 published cards 2026-11-07: 95% niche across 76 published cards 2026-11-08: 100% niche across 85 published cards 2026-11-09: 100% niche across 62 published cards 2026-11-10: 100% niche across 107 published cards ◉ Human 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 2026-11-06: 8% human across 61 published cards 2026-11-07: 7% human across 76 published cards 2026-11-08: 6% human across 85 published cards 2026-11-09: 8% human across 62 published cards 2026-11-10: 6% human across 107 published cards ! Risk 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 2026-11-06: 0% risk across 61 published cards 2026-11-07: 0% risk across 76 published cards 2026-11-08: 1% risk across 85 published cards 2026-11-09: 0% risk across 62 published cards 2026-11-10: 2% risk across 107 published cards ƒ JavaScript 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 2026-11-06: 16% javascript across 61 published cards 2026-11-07: 16% javascript across 76 published cards 2026-11-08: 9% javascript across 85 published cards 2026-11-09: 16% javascript across 62 published cards 2026-11-10: 11% javascript across 107 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

5,468 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: 64% across all Developer Corner cards and 88% among cards scoring 80+, a +24 pp difference. ○ Open 64% → 88% +24 pp +24 pp Login: 39% across all Developer Corner cards and 18% among cards scoring 80+, a -21 pp difference. ⊠ Login 39% → 18% -21 pp -21 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 +48 pp difference. ● Pro 51% → 99% +48 pp +48 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.