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Developer Corner

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

Visual leads · 2026-09-03

Eight from today

Complete 107-card shelf
Landing-page snapshot of pcms-rov.com Observed 2026-09-03 PCMS ROV: Students Build Underwater Robots From Scratch pcms-rov.com

An archive of Pui Ching Middle School’s Macau underwater robotics team, documenting competitions, vehicles, engineering work, field logs, and the students behind them.

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Landing-page snapshot of microduck.homes Observed 2026-09-03 Microduck, the Open-Source Robot You Can Retrain microduck.homes

A 25-centimetre biped robot with a simulator, reinforcement-learning stack, and seven trainable behaviours.

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Landing-page snapshot of rawscollections.com Observed 2026-09-03 raw's collections: Fable Cities under inspection rawscollections.com

A browser-based city builder whose AI-written modules are tested, scored, and documented in public.

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Landing-page snapshot of dosexmachina.com Observed 2026-09-03 DOS ex Machina: A 1993 PC on Your Screen dosexmachina.com

An interactive, procedurally drawn beige-box computer that boots to a DOS prompt and runs natively ported DOS games inside a simulated CRT.

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Landing-page snapshot of modelsurgeon.com Observed 2026-09-03 Model Surgeon: a browser operating theatre for neural networks modelsurgeon.com

A visual tool for loading neural-network models, inspecting their 3-D structure, and making reversible edits to nodes and layers.

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Landing-page snapshot of larsgross.com Observed 2026-09-03 Lars Gross’s Minimum-Based Hallucination Verifier larsgross.com

An independent researcher’s project for language models that score each answer token against its supporting evidence and refuse unsupported claims.

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Landing-page snapshot of machinetestimony.org Observed 2026-09-03 Machine Testimony machinetestimony.org

An independent research programme asks whether an automated system's account of its reasoning and actions can be checked by someone who was not present.

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Landing-page snapshot of integrationbench.com Observed 2026-09-03 Integration Bench tests whether AI agents can survive real API integrations integrationbench.com

A benchmark gives AI coding agents integration tasks against 15 synthetic vendors, then grades the resulting behavior from vendor-side request logs.

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Complete daily shelf · Developer Corner

All 107 cards from 2026-09-03

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

Landing-page snapshot of powerflowsim.app RSV Power Flow Simulator — SARG Failure Analysis powerflowsim.app

An interactive DC-grid simulator models how an offshore vessel’s power system responds when one of its three switchboard sections fails.

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Landing-page snapshot of recalc.tech Recalc Verify — a spreadsheet verifier that knows when to refuse recalc.tech

A local CLI opens Excel workbooks, recalculates them without network access, and emits deterministic JSON reports.

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Landing-page snapshot of arcbreak.app Arcbreak: a bomb fuse measured in ticks arcbreak.app

A playable eight-seat tile-grid arena that doubles as a demonstration of authoritative multiplayer rooms running inside serverless functions.

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Landing-page snapshot of virp.systems VIRP Systems Turns Infrastructure Activity Into Checkable Evidence virp.systems

An open protocol and verifier for producing signed records of what autonomous agents do at infrastructure boundaries.

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Landing-page snapshot of senlay.cloud Senlay Gives Agents a Weathered View of the Physical World senlay.cloud

An API supplies AI agents, drones, robots, and safety systems with location-based environmental context, source evidence, freshness, confidence, and explicit uncertainty.

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Landing-page snapshot of logometry.com Logometry makes web-traffic counts reproducible logometry.com

An early protocol for excluding automated traffic from usage counts in a way that another party can independently rerun and challenge.

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Landing-page snapshot of aurorahall.app Aurora Hall Gives an AI Agent the Same Ticket Tools as a Patron aurorahall.app

A fictional Reykjavík concert venue doubles as a WebMCP demonstration, exposing event discovery, accessibility, seat selection, and booking actions through one interface.

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Landing-page snapshot of corollary-labs.com Corollary Labs, a scientific model-and-data workbench corollary-labs.com

Corollary Labs presents a universal API for running biological AI models, querying scientific datasets, and tracing research results back to their sources.

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Landing-page snapshot of agentbit.app AgentBIT puts a price tag on every API call agentbit.app

A catalog of pay-per-call web, business, finance, research, and security APIs built for AI agents.

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Landing-page snapshot of brochosome.com Brochosome Research: Nature Already Solved Invisibility brochosome.com

A USMA research project explores synthetic metamaterials modeled on the microscopic geometry of leafhopper brochosomes.

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Landing-page snapshot of brutalunix.com Brutal Unix: small tools, plain source, strong opinions brutalunix.com

A collection of single-purpose Unix tools built from source with standard system utilities and aimed at POSIX.1 compatibility.

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Landing-page snapshot of cleartoship.app ClearToShip checks the leaks AI coding tools leave behind cleartoship.app

A local and CI security scanner for AI-built apps, checking code, database policies, dependencies, and exposed credentials before deployment.

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Landing-page snapshot of cortexprotocol.live CORTEX, the machine tapeout protocol cortexprotocol.live

CORTEX proposes turning trained binary neural networks into browser-compiled NAND and LATCH hardware, with transistor tokens and machine records settled onchain.

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Landing-page snapshot of cosmosxtech.com COSMOSX Wants Your Spaces to Notice Things cosmosxtech.com

An open mmWave sensing platform for detecting presence, position, zones, and human state across homes, buildings, and machines.

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Landing-page snapshot of dealeragentprotocol.com Dealer Agent Protocol: a rulebook for AI car-shopping answers dealeragentprotocol.com

An open protocol for giving shopping agents dealer-controlled facts about vehicle inventory, availability, pricing, fees, and incentives.

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Landing-page snapshot of extensionpreflight.com Extension Preflight checks a Chrome extension ZIP before submission extensionpreflight.com

A browser-based scanner checks Chrome extension packages for manifest, permission, remote-code, and packaging risks without uploading the ZIP.

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Landing-page snapshot of getaiconferenceroom.com AI Conference Room: a room where separate agents compare notes getaiconferenceroom.com

A plain-HTTP meeting room lets two AI assistants, working from different files and constraints, exchange messages and reach a shared conclusion.

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Landing-page snapshot of greenbostudios.com gb_logs: logging for the night your FiveM server breaks greenbostudios.com

A FiveM server resource that stores searchable event logs in an existing MySQL or MariaDB database, with Discord alerts and a performance panel.

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Landing-page snapshot of hackerfabiitb.org HackerFab IITB Is Building a Student Chip Fab hackerfabiitb.org

An IIT Bombay student team documents its open-source effort to build semiconductor fabrication tools and make hands-on chipmaking accessible across India.

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Landing-page snapshot of hackicker.com Hackicker: The Bar Is Public hackicker.com

Hackicker offers continuous offensive-security audits for code, infrastructure, models, and exposed services, with reproducible findings and patches.

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Landing-page snapshot of latchlinecontrols.com Latchline Controls turns old PLC logic into a checked explanation latchlinecontrols.com

A fixed-price service converts legacy Allen-Bradley PLC program files into plain-English documentation, safety notes, and test plans.

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Landing-page snapshot of mutantbench.com Mutant Web makes browser-agent mistakes fail the build mutantbench.com

A local and GitHub CI test harness that throws hostile browser states at an agent’s proposed actions.

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Landing-page snapshot of ncsender.xyz ncSender puts a CNC controller on one clean screen ncsender.xyz

An open-source, cross-platform controller for grblHAL CNC machines, combining visualization, probing, jogging, tool management, and job recovery.

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Landing-page snapshot of offlocalhost.com Off Localhost: a Claude Code plugin for shipping the launch offlocalhost.com

An open-source Claude Code plugin that takes a finished repository through domains, payments, launch media, and social posts.

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Landing-page snapshot of onplugged.host plugged.host publishes its hosting fleet before asking you to use it onplugged.host

A free hosting platform for game servers, proxies, bots, APIs, and small services, backed by a nine-node fleet and a public status monitor.

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Landing-page snapshot of phototux.xyz PhotoTux, a Photoshop-shaped editor for Linux phototux.xyz

A GPU-accelerated desktop image editor for Linux and Wayland, built with Rust, Qt 6, wgpu, and Vulkan.

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Landing-page snapshot of placeauth.org PlaceAuth Gives Places a Protocol for Admitting Machines placeauth.org

PlaceAuth proposes an open interoperability layer through which physical environments express machine-readable requirements and autonomous systems present evidence of conformance.

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Landing-page snapshot of publicapidata.com publicapidata measures what public-data extraction actually returns publicapidata.com

A benchmark-driven collection of diagnostics, playbooks, and guides for extracting data from public APIs and websites.

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Landing-page snapshot of qnaputilities.com QNAP Utilities, for the NAS symptoms that do not fit the dashboard qnaputilities.com

An unofficial diagnostic toolkit for QNAP administrators, covering disk health, network performance, memory testing, system resources, firmware images, and more.

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Landing-page snapshot of resonate.page ResonatE: A Smaller Orchestra for Drug–Disease Reasoning resonate.page

ResonatE is a biomedical knowledge-graph embedding model that uses compact matrix operators to connect drugs, diseases, and genes.

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Landing-page snapshot of revset.tech Revset, the Code Review That Remembers revset.tech

A stacked pull-request review tool for Git and Jujutsu that preserves comments and review context through rebases and force pushes.

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Landing-page snapshot of revset.xyz Revset Keeps Code Review Intact Through Force Pushes revset.xyz

A stacked pull-request review tool for GitHub, built to preserve comments, review state, and context across rewritten history.

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Landing-page snapshot of slipcaseformat.org Slipcase: a ZIP file that refuses to lose its metadata slipcaseformat.org

Slipcase defines the .slpc container format, pairing any payload file with a TOML description inside a single ZIP archive.

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Landing-page snapshot of sqlclustered.net MySQL Cluster: Three Machines, One Database sqlclustered.net

An open-source web interface for building and operating MySQL or MariaDB Galera clusters across three or more machines.

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Landing-page snapshot of stannum.tech STANNUM, an ESP32 simulator with a circuit to wire stannum.tech

A browser-based simulator lets beginners write Arduino code, assemble a virtual circuit, and run it on an emulated microcontroller.

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Landing-page snapshot of tailtop.app Tailtop, a phone interface for your tailnet tailtop.app

An open-source remote desktop tool that lets a phone launch apps, browse files, and stream windows from computers connected through Tailscale.

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Landing-page snapshot of writ.team Writ — review for prose that knows when the meaning changed writ.team

Writ is a Git-backed review tool that aligns prose sentence by sentence and flags edits that change meaning, not just wording.

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Landing-page snapshot of regcontent.com RegContent: field notes for Documentum and Veeva engineers regcontent.com

A focused reference site collecting practical engineering notes and browser-based DQL and VQL formatters for regulated content systems.

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Landing-page snapshot of slipcaseformat.com Slipcase: metadata that travels with the file slipcaseformat.com

Slipcase defines the .slpc format, a ZIP-based container that keeps one payload file and its TOML metadata together.

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Landing-page snapshot of agentdiff.app AgentDiff Watches the Paths Your AI Agent Takes agentdiff.app

AgentDiff presents a CLI and CI/CD workflow for comparing AI-agent execution traces, catching loops, trajectory drift, and cost regressions before a pull request merges.

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Landing-page snapshot of arqueo.org Arqueo, the cryptographic audit of a locked box arqueo.org

A Rust settlement engine uses STARK proofs to show that a closed ledger conserves its unit of account without exposing the underlying accounts.

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Landing-page snapshot of bom-workshop.com BOM Workbench, a browser-based SBOM inspection desk bom-workshop.com

A local browser tool for opening, validating, comparing, visualizing, and generating software bills of materials.

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Landing-page snapshot of bringdown.app Bringdown’s Outside-In Security Attack bringdown.app

Bringdown presents an agentic penetration-testing service that takes a URL, probes the exposed product surface, and returns verified findings with fix prompts for coding agents.

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Landing-page snapshot of clunk.games Clunk turns game assets into a small, inspectable supply chain clunk.games

A Korean game-development suite for generating, browsing, inspecting, repairing, and agent-managing 2D and 3D assets.

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Landing-page snapshot of copyanysite.com CopyAnySite, a browser-based website reconstruction tool copyanysite.com

It captures a rendered webpage and exports an offline HTML file, crawled ZIP, editable WordPress page, or AI-ready development kit.

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Landing-page snapshot of hemloop.app Hemloop's private commerce loop hemloop.app

Hemloop demonstrates an agent-native shopping workflow where a shopper's closet stays private while merchants receive approved demand.

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Landing-page snapshot of humanprovenancestandard.org Human Provenance Standard — HPS humanprovenancestandard.org

An open provenance system for recording human and institutional contributions with signatures, evidence, attestations, and revocation status.

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Landing-page snapshot of linkifact.com Linkifact gives agent-made HTML a temporary address linkifact.com

A no-signup service publishes self-contained HTML from coding agents to isolated, shareable URLs that expire after 30 days.

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Landing-page snapshot of mcpforhumans.com MCP for Humans, a readable server inspector mcpforhumans.com

A browser tool that turns public Model Context Protocol servers into readable documentation and callable forms.

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Landing-page snapshot of nornorna.com Nornorna’s Quiet Reconnaissance Aircraft nornorna.com

Nornorna presents Surtr, a hand-launched fixed-wing reconnaissance system designed to operate without continuous radio, satellite positioning, or a returning ground link.

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Landing-page snapshot of nornorna.tech Nornorna’s Quiet Reconnaissance Aircraft nornorna.tech

Nornorna presents Surtr, a hand-launched fixed-wing reconnaissance aircraft designed to operate without continuous radio, satellite fixes, or a ground link.

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Landing-page snapshot of public.supply public.supply wants inference routing to show its work public.supply

A pre-launch, OpenAI-compatible gateway for routing requests across model providers with capability-aware selection, per-request budgets, and auditable usage receipts.

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Landing-page snapshot of rigdesk.app RigDesk turns an Android phone into a desktop rigdesk.app

RigDesk is a 9.8 MB Android app that presents windows, a taskbar and an app drawer, while attempting to run Windows programs on an arm64 phone.

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Landing-page snapshot of skinshells.org Skinshells Puts Voice Infrastructure in Four Separate Shells skinshells.org

Skinshells presents business voice infrastructure as four layers: connectivity, control, numbering, and operation.

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Landing-page snapshot of squashslop.com Slop Squash: An AI-Content Detector for Your Feed squashslop.com

A Chrome and Firefox extension that flags posts, images, and comments that appear AI-generated while you browse.

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Landing-page snapshot of steelmission.com Steel Mission, the agent delivery plane steelmission.com

A self-managed control plane that lets coding agents modify, run, test, and release code inside policy-bound runtimes.

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Landing-page snapshot of suzunebot.site Suzune, a Discord security engine with an unusually long memory suzunebot.site

A Discord bot for anti-nuke protection, raid detection, automoderation, lockdowns, app auditing, and case-based moderation.

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Landing-page snapshot of usegandalf.com Gandalf makes AI-agent setup reversible usegandalf.com

A command-line tool for declaring, checking, and safely applying MCP servers, skills, and hooks across Claude Code and OpenAI Codex.

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Landing-page snapshot of fleasion.com Fleasion — Reskin your Roblox reality fleasion.com

An open-source local proxy that swaps Roblox textures, sounds, meshes, animations, and skyboxes before they reach the game.

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Landing-page snapshot of serpinsight.link SERPInsight: A Citation Ledger for Google AI Overviews serpinsight.link

An independent research publication tracking which domains Google AI Overviews cite, how those citations change, and when cited sources do not rank in the organic top ten.

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Landing-page snapshot of ablitai.com AblitAI’s One-Model, No-Prompt-Logs API ablitai.com

AblitAI offers OpenAI-compatible inference for an abliterated Qwen 27B model, with anonymous account generation, prepaid tokens, and a stated zero-prompt-retention policy.

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Landing-page snapshot of causal-memory.com Causal Memory gives agents a memory graph with inhibition causal-memory.com

An open-source agent-memory system built on Rust and SQLite that stores facts, temporal state, and decision-to-outcome causal edges.

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Landing-page snapshot of chessvisionengine.com ChessVision Engine Reads Chessboards Without Trusting a Single Selector chessvisionengine.com

A Chromium extension architecture that reconstructs browser-rendered chess positions and analyses them locally with Stockfish 18.

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Landing-page snapshot of holonear.app HoloNear, the blind supercomputer holonear.app

HoloNear proposes a privacy-preserving compute network that runs model training and inference across idle machines.

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Landing-page snapshot of incidentcompanion.com IncidentCompanion: A Case File for Intrusions incidentcompanion.com

An open-source, self-hosted workspace for investigating security incidents, correlating evidence, and producing reports.

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Landing-page snapshot of manto.xin Manto, a Newsfeed for Agents manto.xin

An agent-facing publishing and discovery network with MCP tools, HTTP APIs, public search, RSS, accounts, and paid promotion.

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Landing-page snapshot of provenbynexora.com Nexora Makes Coding Agents Show Their Work provenbynexora.com

Nexora presents a local software-auditing system that exercises web, desktop, mobile, API, media, and backend projects before handing evidence-backed fixes to a coding agent.

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Landing-page snapshot of rabops.com Rabop: Thai Government Data for AI Agents rabops.com

A developer API and MCP service for querying Thai company records, financials, director networks, government contracts, and licenses.

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Landing-page snapshot of robicop.com Robicop Gives Trading Agents a Wallet-Behavior Watchlist robicop.com

An MCP server that feeds on-chain wallet risk labels and proof transactions to trading agents before they buy.

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Landing-page snapshot of sayonora.com Sayonora’s Warp Wants to Be the Database Control Plane sayonora.com

Warp presents one gateway for connecting applications, APIs, and AI agents to Postgres, Oracle, MySQL, SQL Server, MongoDB, and other database systems.

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Landing-page snapshot of tabmidi.app tabmidi routes MIDI between browser tabs tabmidi.app

An open protocol and browser extension for connecting web-based sequencers, synthesizers, keyboards, and other music apps without drivers or native software.

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Landing-page snapshot of unogpu.com Uno GPU wants private models to sleep between thoughts unogpu.com

Uno GPU presents dedicated GPU slices that wake in 0.6 seconds, run a user’s model in a Linux VM, and bill only while the machine is thinking.

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Landing-page snapshot of wavex.codes wavex puts eight coding agents in one desktop window wavex.codes

An open-source desktop app that runs coding-agent CLIs through your existing subscriptions, alongside an editor, terminal, Git tools, sessions, and project inboxes.

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Landing-page snapshot of apreltech.pro Aprel Technologies' Windows Infrastructure Toolkit apreltech.pro

Aprel Technologies presents a focused suite for managing Hyper-V servers, packaging Windows software, and scheduling power tasks across domain computers.

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Landing-page snapshot of army-576.com Army-576: Route Planning Without a Network army-576.com

An offline route-planning system for ground movement that scores vehicle and dismounted routes against terrain, visibility, threats, and traversability.

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Landing-page snapshot of bouncer.run Bouncer, the AI-agent gateway with a deny button bouncer.run

Bouncer turns OpenAPI services into governed MCP endpoints, adding proxy URLs, tool policies, keys, quotas, spend caps, and call logs.

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Landing-page snapshot of cobra-protocol.org COBRA: Offline Bitcoin Address Derivation cobra-protocol.org

An open-source toolkit for generating cryptographic randomness and deriving Bitcoin mainnet addresses locally in a browser or Python environment.

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Landing-page snapshot of contactkiller.app ContactKiller Treats Contacts as Evidence, Not Just Fields contactkiller.app

A public-alpha contact system that turns names, emails, phones, titles, and companies into projections backed by source history.

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Landing-page snapshot of digitalcurationlab.com Digital Curation LAB, where information flows become research material digitalcurationlab.com

A bilingual research lab studying digital curation and social network analysis, with network-analysis tools, data, courses, publications, and community resources.

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Landing-page snapshot of dlss5mod.com DLSS5Mod Is a Compatibility Lab for the DLSS 5 Mod Maze dlss5mod.com

A technical guide and route finder for matching GPUs, games, graphics APIs, and community DLSS 5 installation paths.

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Landing-page snapshot of facreosystems.com Facreo Systems: Real-estate software with live numbers facreosystems.com

A San Antonio software operator building and running a CRM for real-estate teams, an owner portal for property managers, and custom data-driven systems.

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Landing-page snapshot of gpusantral.com GPUSantral: a Turkish GPU marketplace with a hard line on billing gpusantral.com

A regional GPU-compute marketplace offering second-based rental, location controls, budget caps, and templates for notebooks, inference, fine-tuning, image generation, and rendering.

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Landing-page snapshot of logocentricity.net Logocentricity’s Clayworth Engine logocentricity.net

An experimental browser-based hallucination-audit tool that combines adversarial dialogue with Fano-plane geometry and other formal reasoning concepts.

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Landing-page snapshot of mm-fido.org Meshtastic/MeshCore FIDO: conferences without the internet mm-fido.org

An offline echo-conference system that connects Meshtastic and MeshCore nodes across different LoRa settings, networks, cities, and countries.

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Landing-page snapshot of northlint.com northlint, for catching the links that fail after deployment northlint.com

A small offline command-line checker for internal links, heading anchors, asset references, duplicate IDs, and case drift in generated documentation.

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Landing-page snapshot of oatlug.com OATLUG: Atlanta’s Omarchy Linux meetup oatlug.com

A monthly Atlanta user group for people running Omarchy, the Arch-and-Hyprland Linux system.

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Landing-page snapshot of orcaaerospaceai.com Orca Aerospace Puts Mission Control on the Spacecraft orcaaerospaceai.com

Orca Aerospace describes an onboard AI operator that monitors spacecraft systems and acts between ground-control passes.

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Landing-page snapshot of plumdisk.com Plumdisk — transparent GPU rentals plumdisk.com

A control plane for quoting, reserving, running, and reconciling GPU workloads through an API or console.

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Landing-page snapshot of robotai-vision.com RobotAI’s RGB-Camera Approach to Robotic Vision robotai-vision.com

An industrial computer-vision system that claims to estimate six-degree-of-freedom object poses from standard 2D RGB cameras.

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Landing-page snapshot of unycloud.app UnyCloud, with the checksum in plain sight unycloud.app

An open-source File Browser fork that narrows its public attack surface and publishes concrete security and build details.

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Landing-page snapshot of venwai.com Venwai, the Stripe billing-drift monitor venwai.com

Venwai compares Stripe subscriptions with the access records reported by your app and alerts you when they diverge.

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Landing-page snapshot of webgeods.com webgeods: GeoJSON problems, laid out without the magic wand webgeods.com

A bilingual blog and set of interactive tools for inspecting GeoJSON validity and topology with Python, R, and MapLibre.

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Landing-page snapshot of webintel.site WebIntel.site Maps Shared Tracking Infrastructure webintel.site

A public reverse-lookup tool for finding domains connected through shared Google analytics, advertising, and tag identifiers.

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Landing-page snapshot of askpeasy.com Peasy Gives NixOS a Natural-Language Front Door askpeasy.com

A proposed NixOS tool that turns plain-language requests into reviewable, reversible configuration changes.

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Landing-page snapshot of markreply.com Markreply, the anti-Disqus markreply.com

A Rust- and HTMX-powered commenting engine that adds privacy-first, zero-JavaScript comments to blogs and websites.

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Landing-page snapshot of shizukux.xyz ShizukuX, an Android system-API bridge with a fork-shaped asterisk shizukux.xyz

An open-source Android service that lets compatible apps call system APIs through an app_process-and-Binder bridge, using ADB or root.

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Landing-page snapshot of boreas-technologies.com Boreas Technologies Reads Cryptography From Firmware Binaries boreas-technologies.com

An Ontario assessment service that inventories cryptography in compiled firmware and tests whether devices can accept post-quantum replacements.

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Landing-page snapshot of browse.cam browse.cam: the screenshot API for sites without APIs browse.cam

A v0.1 tool that captures logged-in web pages on a schedule and turns screenshots into structured JSON.

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Landing-page snapshot of letsmeshow.com Lets Me Show: a narrow workaround for Discord screen sharing letsmeshow.com

A free desktop utility launches Discord with a SOCKS5 proxy applied only to its region check, aiming to unblock Live and Screen Share.

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Across the archive

Developer Corner, accumulating

15,430 cards provide an early longitudinal view—not a measure of the whole web.

Category pulse

score + signals · rolling 21 days
Developer Corner score and signal pulse Daily median editorial-interest threads for every category, the category average, and the daily prevalence of ten overlapping signals for Developer Corner over the latest 21 issues. Weird Finds daily median score Oddly Specific daily median score So Bad It's Good daily median score Useful Tools daily median score AI Table daily median score Civic & Public Life daily median score Learning & Exams daily median score Human Services daily median score Global Trade Desk daily median score Food, Events & Hospitality daily median score Commerce Shelf daily median score Content & Blogs daily median score Personal Pages daily median score Local Businesses daily median score Suspicious Gentlemen daily median score Daily average of category median scores Developer Corner daily median score 2026-08-14: Developer Corner median 82.02026-08-15: Developer Corner median 82.02026-08-16: Developer Corner median 82.02026-08-17: Developer Corner median 82.02026-08-18: Developer Corner median 84.02026-08-19: Developer Corner median 82.02026-08-20: Developer Corner median 82.02026-08-21: Developer Corner median 84.02026-08-22: Developer Corner median 82.02026-08-23: Developer Corner median 82.02026-08-24: Developer Corner median 82.02026-08-25: Developer Corner median 82.02026-08-26: Developer Corner median 84.02026-08-27: Developer Corner median 82.02026-08-28: Developer Corner median 82.02026-08-29: Developer Corner median 82.02026-08-30: Developer Corner median 82.02026-08-31: Developer Corner median 81.52026-09-01: Developer Corner median 80.02026-09-02: Developer Corner median 82.02026-09-03: Developer Corner median 82.0 Open 2026-08-14: 68% open across 146 published cards 2026-08-15: 67% open across 120 published cards 2026-08-16: 58% open across 144 published cards 2026-08-17: 72% open across 119 published cards 2026-08-18: 67% open across 103 published cards 2026-08-19: 70% open across 121 published cards 2026-08-20: 74% open across 105 published cards 2026-08-21: 71% open across 141 published cards 2026-08-22: 68% open across 111 published cards 2026-08-23: 71% open across 111 published cards 2026-08-24: 66% open across 95 published cards 2026-08-25: 77% open across 146 published cards 2026-08-26: 68% open across 103 published cards 2026-08-27: 70% open across 138 published cards 2026-08-28: 99% open across 120 published cards 2026-08-29: 100% open across 120 published cards 2026-08-30: 99% open across 114 published cards 2026-08-31: 100% open across 116 published cards 2026-09-01: 98% open across 111 published cards 2026-09-02: 100% open across 128 published cards 2026-09-03: 100% open across 107 published cards Login 2026-08-14: 32% login across 146 published cards 2026-08-15: 33% login across 120 published cards 2026-08-16: 42% login across 144 published cards 2026-08-17: 28% login across 119 published cards 2026-08-18: 33% login across 103 published cards 2026-08-19: 30% login across 121 published cards 2026-08-20: 26% login across 105 published cards 2026-08-21: 29% login across 141 published cards 2026-08-22: 32% login across 111 published cards 2026-08-23: 29% login across 111 published cards 2026-08-24: 34% login across 95 published cards 2026-08-25: 23% login across 146 published cards 2026-08-26: 32% login across 103 published cards 2026-08-27: 30% login across 138 published cards 2026-08-28: 12% login across 120 published cards 2026-08-29: 11% login across 120 published cards 2026-08-30: 18% login across 114 published cards 2026-08-31: 12% login across 116 published cards 2026-09-01: 22% login across 111 published cards 2026-09-02: 11% login across 128 published cards 2026-09-03: 13% login across 107 published cards $ Paid 2026-08-14: 35% paid across 146 published cards 2026-08-15: 28% paid across 120 published cards 2026-08-16: 31% paid across 144 published cards 2026-08-17: 24% paid across 119 published cards 2026-08-18: 31% paid across 103 published cards 2026-08-19: 27% paid across 121 published cards 2026-08-20: 35% paid across 105 published cards 2026-08-21: 29% paid across 141 published cards 2026-08-22: 29% paid across 111 published cards 2026-08-23: 31% paid across 111 published cards 2026-08-24: 26% paid across 95 published cards 2026-08-25: 27% paid across 146 published cards 2026-08-26: 27% paid across 103 published cards 2026-08-27: 28% paid across 138 published cards 2026-08-28: 27% paid across 120 published cards 2026-08-29: 22% paid across 120 published cards 2026-08-30: 29% paid across 114 published cards 2026-08-31: 28% paid across 116 published cards 2026-09-01: 28% paid across 111 published cards 2026-09-02: 27% paid across 128 published cards 2026-09-03: 32% paid across 107 published cards Ads 2026-08-14: 1% ads across 146 published cards 2026-08-15: 0% ads across 120 published cards 2026-08-16: 0% ads across 144 published cards 2026-08-17: 0% ads across 119 published cards 2026-08-18: 0% ads across 103 published cards 2026-08-19: 0% ads across 121 published cards 2026-08-20: 0% ads across 105 published cards 2026-08-21: 0% ads across 141 published cards 2026-08-22: 0% ads across 111 published cards 2026-08-23: 1% ads across 111 published cards 2026-08-24: 1% ads across 95 published cards 2026-08-25: 0% ads across 146 published cards 2026-08-26: 0% ads across 103 published cards 2026-08-27: 0% ads across 138 published cards 2026-08-28: 0% ads across 120 published cards 2026-08-29: 1% ads across 120 published cards 2026-08-30: 0% ads across 114 published cards 2026-08-31: 0% ads across 116 published cards 2026-09-01: 0% ads across 111 published cards 2026-09-02: 1% ads across 128 published cards 2026-09-03: 0% ads across 107 published cards * Pretty 2026-08-14: 100% pretty across 146 published cards 2026-08-15: 100% pretty across 120 published cards 2026-08-16: 99% pretty across 144 published cards 2026-08-17: 99% pretty across 119 published cards 2026-08-18: 100% pretty across 103 published cards 2026-08-19: 100% pretty across 121 published cards 2026-08-20: 100% pretty across 105 published cards 2026-08-21: 99% pretty across 141 published cards 2026-08-22: 100% pretty across 111 published cards 2026-08-23: 98% pretty across 111 published cards 2026-08-24: 99% pretty across 95 published cards 2026-08-25: 99% pretty across 146 published cards 2026-08-26: 100% pretty across 103 published cards 2026-08-27: 99% pretty across 138 published cards 2026-08-28: 100% pretty across 120 published cards 2026-08-29: 100% pretty across 120 published cards 2026-08-30: 100% pretty across 114 published cards 2026-08-31: 97% pretty across 116 published cards 2026-09-01: 100% pretty across 111 published cards 2026-09-02: 100% pretty across 128 published cards 2026-09-03: 100% pretty across 107 published cards Pro 2026-08-14: 96% pro across 146 published cards 2026-08-15: 95% pro across 120 published cards 2026-08-16: 92% pro across 144 published cards 2026-08-17: 95% pro across 119 published cards 2026-08-18: 96% pro across 103 published cards 2026-08-19: 94% pro across 121 published cards 2026-08-20: 93% pro across 105 published cards 2026-08-21: 95% pro across 141 published cards 2026-08-22: 95% pro across 111 published cards 2026-08-23: 89% pro across 111 published cards 2026-08-24: 95% pro across 95 published cards 2026-08-25: 93% pro across 146 published cards 2026-08-26: 98% pro across 103 published cards 2026-08-27: 96% pro across 138 published cards 2026-08-28: 95% pro across 120 published cards 2026-08-29: 93% pro across 120 published cards 2026-08-30: 91% pro across 114 published cards 2026-08-31: 90% pro across 116 published cards 2026-09-01: 91% pro across 111 published cards 2026-09-02: 92% pro across 128 published cards 2026-09-03: 94% pro across 107 published cards Niche 2026-08-14: 97% niche across 146 published cards 2026-08-15: 100% niche across 120 published cards 2026-08-16: 99% niche across 144 published cards 2026-08-17: 99% niche across 119 published cards 2026-08-18: 98% niche across 103 published cards 2026-08-19: 99% niche across 121 published cards 2026-08-20: 100% niche across 105 published cards 2026-08-21: 99% niche across 141 published cards 2026-08-22: 100% niche across 111 published cards 2026-08-23: 100% niche across 111 published cards 2026-08-24: 99% niche across 95 published cards 2026-08-25: 100% niche across 146 published cards 2026-08-26: 100% niche across 103 published cards 2026-08-27: 99% niche across 138 published cards 2026-08-28: 100% niche across 120 published cards 2026-08-29: 100% niche across 120 published cards 2026-08-30: 99% niche across 114 published cards 2026-08-31: 100% niche across 116 published cards 2026-09-01: 99% niche across 111 published cards 2026-09-02: 100% niche across 128 published cards 2026-09-03: 99% niche across 107 published cards Human 2026-08-14: 9% human across 146 published cards 2026-08-15: 9% human across 120 published cards 2026-08-16: 7% human across 144 published cards 2026-08-17: 3% human across 119 published cards 2026-08-18: 8% human across 103 published cards 2026-08-19: 8% human across 121 published cards 2026-08-20: 11% human across 105 published cards 2026-08-21: 10% human across 141 published cards 2026-08-22: 7% human across 111 published cards 2026-08-23: 8% human across 111 published cards 2026-08-24: 11% human across 95 published cards 2026-08-25: 5% human across 146 published cards 2026-08-26: 7% human across 103 published cards 2026-08-27: 8% human across 138 published cards 2026-08-28: 16% human across 120 published cards 2026-08-29: 3% human across 120 published cards 2026-08-30: 4% human across 114 published cards 2026-08-31: 10% human across 116 published cards 2026-09-01: 5% human across 111 published cards 2026-09-02: 6% human across 128 published cards 2026-09-03: 7% human across 107 published cards ! Risk 2026-08-14: 1% risk across 146 published cards 2026-08-15: 1% risk across 120 published cards 2026-08-16: 4% risk across 144 published cards 2026-08-17: 1% risk across 119 published cards 2026-08-18: 3% risk across 103 published cards 2026-08-19: 0% risk across 121 published cards 2026-08-20: 1% risk across 105 published cards 2026-08-21: 3% risk across 141 published cards 2026-08-22: 3% risk across 111 published cards 2026-08-23: 0% risk across 111 published cards 2026-08-24: 1% risk across 95 published cards 2026-08-25: 2% risk across 146 published cards 2026-08-26: 1% risk across 103 published cards 2026-08-27: 1% risk across 138 published cards 2026-08-28: 1% risk across 120 published cards 2026-08-29: 2% risk across 120 published cards 2026-08-30: 1% risk across 114 published cards 2026-08-31: 5% risk across 116 published cards 2026-09-01: 2% risk across 111 published cards 2026-09-02: 0% risk across 128 published cards 2026-09-03: 6% risk across 107 published cards ƒ JavaScript 2026-08-14: 32% javascript across 146 published cards 2026-08-15: 22% javascript across 120 published cards 2026-08-16: 24% javascript across 144 published cards 2026-08-17: 27% javascript across 119 published cards 2026-08-18: 32% javascript across 103 published cards 2026-08-19: 22% javascript across 121 published cards 2026-08-20: 26% javascript across 105 published cards 2026-08-21: 24% javascript across 141 published cards 2026-08-22: 32% javascript across 111 published cards 2026-08-23: 26% javascript across 111 published cards 2026-08-24: 26% javascript across 95 published cards 2026-08-25: 29% javascript across 146 published cards 2026-08-26: 17% javascript across 103 published cards 2026-08-27: 22% javascript across 138 published cards 2026-08-28: 27% javascript across 120 published cards 2026-08-29: 21% javascript across 120 published cards 2026-08-30: 29% javascript across 114 published cards 2026-08-31: 16% javascript across 116 published cards 2026-09-01: 22% javascript across 111 published cards 2026-09-02: 23% javascript across 128 published cards 2026-09-03: 22% javascript across 107 published cards
Developer Corner15 other categoriesDaily category averageScore axis 55–85Signal share0–100%

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

What moves with an 80+ score

2,680 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: 49% across all Developer Corner cards and 76% among cards scoring 80+, a +26 pp difference. Open 49% → 76% +26 pp +26 pp Login: 49% across all Developer Corner cards and 26% among cards scoring 80+, a -23 pp difference. Login 49% → 26% -23 pp -23 pp Paid: 35% across all Developer Corner cards and 24% among cards scoring 80+, a -11 pp difference. $ Paid 35% → 24% -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: 90% across all Developer Corner cards and 99% among cards scoring 80+, a +9 pp difference. * Pretty 90% → 99% +9 pp +9 pp Pro: 40% across all Developer Corner cards and 99% among cards scoring 80+, a +59 pp difference. Pro 40% → 99% +59 pp +59 pp Niche: 93% across all Developer Corner cards and 98% among cards scoring 80+, a +5 pp difference. Niche 93% → 98% +5 pp +5 pp Human: 3% across all Developer Corner cards and 9% among cards scoring 80+, a +5 pp difference. Human 3% → 9% +5 pp +5 pp Risk: 2% across all Developer Corner cards and 1% among cards scoring 80+, a -1 pp difference. ! Risk 2% → 1% -1 pp -1 pp JavaScript: 25% across all Developer Corner cards and 24% among cards scoring 80+, a -1 pp difference. ƒ JavaScript 25% → 24% -1 pp -1 pp

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