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

Visual leads · 2026-08-21

Eight from today

Complete 141-card shelf
Landing-page snapshot of playluthier.com Observed 2026-08-21 Luthier, a Workbench of Real Strings playluthier.com

An interactive instrument that turns live string-wave equations into playable, visible sound.

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Landing-page snapshot of stickfigureinternet.com Observed 2026-08-21 Stick Figure Internet stickfigureinternet.com

Short, visual explanations of routing, switching, DNS, MPLS, and the mechanisms that make the internet work.

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Landing-page snapshot of x-ray.studio Observed 2026-08-21 Xray Studio Explains the Balancer x-ray.studio

A free desktop debugger for testing Xray-core configurations and tracing why a load balancer chose a particular outbound.

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Landing-page snapshot of qpu137.com Observed 2026-08-21 QPU137: Quantum hardware without the hype qpu137.com

A vendor-neutral quantum computing lab where readers can run browser-based circuits, compare compilation across hardware architectures, and inspect sourced hardware claims.

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Landing-page snapshot of custodexa.org Observed 2026-08-21 Custodexa Turns Privileged Connections Into Signed Evidence custodexa.org

An open-source gateway for auditing SSH, RDP, VNC, database, and Kubernetes sessions without installing anything on the target host.

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Landing-page snapshot of agenticcovenants.com Observed 2026-08-21 Agentic Covenants agenticcovenants.com

An open practitioner framework for governing autonomous agents through infrastructure-level controls rather than prompts.

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Landing-page snapshot of codeeraser.dev Observed 2026-08-21 CodeEraser, the ratcheted entropy judge codeeraser.dev

An open-source repository tool that detects duplication, dead code, stale documentation, structural sprawl, and other forms of codebase entropy.

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Landing-page snapshot of contour-map-tiles.net Observed 2026-08-21 Australian Contour Tiles contour-map-tiles.net

A free 10-metre contour-line vector-tile archive covering all of Australia, delivered as a single PMTiles file.

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The complete daily department

All 141 cards from 2026-08-21

The eight visual leads appear above; the remaining 133 continue here in their published shelf order.

Landing-page snapshot of curbcut.org Curbcut maps accessibility bugs to the clauses regulators actually use curbcut.org

A browser-based and command-line accessibility scanner that translates findings into EN 301 549 clause references, ranks them by regulatory exposure, and flags what automation cannot check.

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Landing-page snapshot of cycloidgear.com CycloidAI: The Gearbox Checker That Refuses to Pretend cycloidgear.com

A parameterized engineering verification platform for RV, planetary, harmonic, and QDD precision reducers.

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Landing-page snapshot of faultybox.com Faultybox — The interview where the system is actually down faultybox.com

A DevOps hiring assessment that puts candidates in a live, broken Kubernetes, Docker, Linux, Terraform, or Prometheus environment and evaluates how they recover it.

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Landing-page snapshot of getdriftless.dev Driftless keeps Postgres honest about Stripe getdriftless.dev

A self-hosted single binary that mirrors Stripe into Postgres, catches missed or disordered webhook events, and verifies the result.

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Landing-page snapshot of getspiraldb.com Spiral, for the Machine Consumer getspiraldb.com

A multimodal data platform for frontier AI, designed to query video, audio, images, sensor streams, point clouds, tables, text, and embeddings through one project tree.

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Landing-page snapshot of ingot.tools Ingot, the model-forensics scanner ingot.tools

Ingot scans open-weight Hugging Face models for tokenizer integrity, chat-template drift, and behavioral changes before they enter a production pipeline.

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Landing-page snapshot of inkslab.app Inkstone, the notes app that refuses to own your notes inkslab.app

A native macOS and iOS Markdown notes app built around files on your own disk, with wikilinks, backlinks, graph views, Canvas files, search, and sync options.

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Landing-page snapshot of mohitbuilds.com Mohit Asthana’s AI Operations Portfolio mohitbuilds.com

A detailed case for hiring Mohit Asthana to build and run AI operations systems, backed by live products, production pipelines, and postmortems.

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Landing-page snapshot of secureenvironmentbasics.com Secure Environment Basics Tests the AI Security Gaps Generic Pentests Miss secureenvironmentbasics.com

SEB tests AI products for prompt injection, jailbreaks, agentic tool misuse, poisoned retrieval, and MCP exposure.

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Landing-page snapshot of specification.email Email Spec: a field guide to good messages specification.email

A platform-agnostic specification for building, sending, and testing reliable email.

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Landing-page snapshot of tetrak.dev Tetrak OCR, for the unruly archive tetrak.dev

A local-first OCR tool that runs multiple engines against difficult archival scans and keeps the best transcript.

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Landing-page snapshot of unslopify.dev Uns lopify, a deterministic audit for AI-ish prose unslopify.dev

An open-source Python CLI and agent skill that detects AI-writing patterns and helps rewrite them.

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Landing-page snapshot of wrangle.cloud Wrangle, the overnight render-farm wrangler wrangle.cloud

Wrangle watches AWS Deadline Cloud render farms overnight, requeues recoverable failures, and asks for approval before spending beyond a set cap.

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Landing-page snapshot of zoosec.net ZooSec: Kalamazoo’s Infosec Meetup Has Root Access zoosec.net

ZooSec is a free monthly information-security meetup in Kalamazoo, Michigan, hosted as DEF CON Group 269.

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Landing-page snapshot of vulkanmm.com VulkanMM, a read-only tunnel between two second brains vulkanmm.com

An encrypted peer-to-peer tool that lets two vaults share selected folders with logged, read-only access—and lets a local AI query the connection through MCP.

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Landing-page snapshot of addonport.dev AddonPort Brings Chrome Extensions Inside FACEIT addonport.dev

A Windows desktop utility that lets FACEIT users install, launch, configure, and remove compatible Chrome extensions without leaving the client.

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Landing-page snapshot of adeorq.com Adeorq, a cockpit for a whole squad of coding agents adeorq.com

A free Windows desktop panel that runs Claude Code, Codex, Gemini CLI, and other terminal-based coding agents side by side in real project folders.

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Landing-page snapshot of agentic-workspaces.com Agentic Workspaces, an Index of Places for AI Agents to Work agentic-workspaces.com

A browsable directory of reusable agent workspaces: repositories that bundle tools, instructions, context, and a place for accumulated work.

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Landing-page snapshot of amarascan.com AMARA scans the AI supply chain without running it amarascan.com

AMARA inspects models, datasets, and LLM, agent, and MCP code for malware, backdoors, and poisoned content.

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Landing-page snapshot of appsecinterview.com Interactive AppSec Interview appsecinterview.com

A voice-or-text application security interview simulator that adapts its questions to your answers and grades the results against written rubrics.

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Landing-page snapshot of colcircle.studio AI Agent Console Keeps Its Engineering Employees on a Mac colcircle.studio

A macOS beta for running AI agents against code repositories, with local workspaces, editable memory, Git worktree sandboxes, and human approval for write actions.

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Landing-page snapshot of deadlatch.dev Deadlatch: Three open controls for AI agents deadlatch.dev

Deadlatch packages runtime governance into three open primitives: Purse enforces agent actions, blackbox records them, and Tripwire watches for violations.

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Landing-page snapshot of delphinium.tech Delphinium turns Central European public data into one traceable feed delphinium.tech

A dataset service that normalizes procurement notices, funding calls, and company-register data from Slovakia, Czechia, and EU sources into APIs, MCP, and bulk files.

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Landing-page snapshot of fatalguard.com FatalGuard: the WordPress crash button fatalguard.com

A WordPress plugin that captures fatal errors, sends Telegram alerts, and offers a one-tap way to deactivate the culprit and restore a crashed site.

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Landing-page snapshot of fixpointlinux.org fixpoint-linux, the Linux system that never forgets itself fixpointlinux.org

An ambitious self-hosting Linux userspace built from small C11 components, with deterministic builds, content-addressed storage, and versioned system snapshots.

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Landing-page snapshot of framekeep.app Framekeep Gives AI a Carefully Redacted View of Your Screen framekeep.app

Framekeep turns screen recordings into scene-aware key frames and a local transcript that MCP-compatible AI clients can read only after you approve them.

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Landing-page snapshot of gegenlesen.dev gegenlesen — two reviewers, a conservative judge gegenlesen.dev

A local-first code-review tool that sends each change to two models, then lets a third judge keep, drop, or downgrade their findings.

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Landing-page snapshot of getmailbar.com MailBar: A Local SMTP Sink in Your Menu Bar getmailbar.com

A native Mac utility that catches development email at 127.0.0.1:1025, keeping test messages away from real customers.

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Landing-page snapshot of gpuvulndb.org GPU VulnDB Maps the Security Weak Spots Around Modern GPU Infrastructure gpuvulndb.org

An open, community-maintained database of vulnerabilities across the six-layer stack used by GPU datacenters.

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Landing-page snapshot of griffinracing.org Griffin Racing Makes the Car Only the Beginning griffinracing.org

A student STEM Racing team documents its vehicle, internally built simulation tools, manufacturing workflow, and original bioplastics research.

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Landing-page snapshot of headlint.dev headlint: a full audit of your page’s <head> headlint.dev

A free web, CLI, and API toolkit that checks meta tags, social previews, favicons, redirects, robots rules, hreflang, and structured data.

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Landing-page snapshot of interact-robotics.com InterAct Robotics Teaches Robots by Touch interact-robotics.com

A Korean-English robotics platform for collecting contact data through bidirectional teleoperation and transferring it into robot skills.

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Landing-page snapshot of leptris.com leptris, the XML parser with hard bounds leptris.com

A pure-C99 XML 1.0 parser, XPath 1.0 engine, and SAX interface built around bounded memory and zero required runtime dependencies.

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Landing-page snapshot of londonhumanoids.club London Humanoids Club Wants All the Roboticists in One Room londonhumanoids.club

A London club for building humanoid robots through industry sessions, hands-on build nights, and member-led project teams.

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Landing-page snapshot of londonhumanoids.com London Humanoids Club, Under the Railway Arch londonhumanoids.com

A London robotics club organizing industry sessions, hands-on build nights, and project teams for everyone from students to experienced engineers.

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Landing-page snapshot of matterbox.work matterbox, a Mattermost client for the terminal matterbox.work

A full terminal UI and scriptable CLI for Mattermost, with offline message caching, nested replies, local search, and inline image previews.

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Landing-page snapshot of maythakrit.dev MaythakritSeven, a Bangkok CTF crew with a second scoreboard maythakrit.dev

A six-person capture-the-flag team that also offers penetration testing, red-team work, and cloud and identity reviews.

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Landing-page snapshot of moltobuild.dev Molto, a Cargo-style build system for C and C++ moltobuild.dev

Molto replaces much of the usual C/C++ build machinery with one manifest, automatic source discovery, exact dependency versions, and a single-command workflow.

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Landing-page snapshot of monitraffic.com Monitraffic gives every avenue its own traffic API monitraffic.com

A Mexico-focused API for querying vehicle counts by location, with historical data, current conditions, and traffic projections.

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Landing-page snapshot of nexlotus.com NexLotus: Hospital software designed to collect nothing personal nexlotus.com

NexLotus presents Aether, a self-hosted hospital platform for patient wayfinding, operational communication, and equipment custody.

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Landing-page snapshot of nfclegit.com The NFC Mint: Tap It and Know It's Real nfclegit.com

The NFC Mint sells cryptographically secured NFC tags, cards, and tamper-evident seals that return a one-use verification code when tapped with a phone.

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Landing-page snapshot of nfcsealed.com The NFC Mint: Tap It and Know It's Real nfcsealed.com

The NFC Mint sells cryptographically secure NFC tags, cards, and tamper-evident seals that let a phone verify an item with a plain verdict in about a second.

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Landing-page snapshot of nfctrue.com The NFC Mint Wants Every Tap to Carry Proof nfctrue.com

The NFC Mint sells cryptographically secure NFC tags, seals, cards, and companion apps for authenticating products and recording tamper evidence.

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Landing-page snapshot of nfctrust.com The NFC Mint — Tap It and Know It's Real nfctrust.com

The NFC Mint sells cryptographically secure NFC tags, seals, cards, and apps that let a phone check whether an item is genuine.

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Landing-page snapshot of nfcvalid.com The NFC Mint: Tap-to-Verify Tags nfcvalid.com

The NFC Mint makes cryptographically secure NFC tags that give a plain authenticity verdict when tapped with a modern phone.

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Landing-page snapshot of okapi.build Okapi Gives Coding Agents a Door Into Error Tracking okapi.build

Okapi is a Sentry-compatible error tracker that runs in one Go binary and lets coding agents read stack traces, correlate logs, and resolve issues through a native MCP server.

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Landing-page snapshot of omarchy-on-zfs.com omarchy-zfs: Omarchy Linux on a ZFS root omarchy-on-zfs.com

A native Arch package and beta installer for running Omarchy Linux with ZFS as the root filesystem.

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Landing-page snapshot of omcp.app OMCP Puts an AI Agent Behind Your Desktop omcp.app

OMCP turns an Omarchy desktop into an MCP server with 32 fixed tools for reading and changing windows, themes, notifications, power settings, screenshots, and more.

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Landing-page snapshot of omnimech.dev OmniMech: The CAD Benchmark That Checks Design Intent omnimech.dev

A multimodal benchmark for reconstructing precise, editable 3D mechanical parts from engineering drawings.

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Landing-page snapshot of openmidgar.com OpenMidgar: Final Fantasy VII, Without the Hex Editor openmidgar.com

A browser-based modding studio for editing Final Fantasy VII fields, scripts, models, battle data, dialogue, and world-map assets, then exporting the result as a single .iro mod.

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Landing-page snapshot of orcyx.dev Orcyx: One Binary for an Agent Swarm orcyx.dev

An agentic development environment combining multi-pane terminals, a Monaco IDE, an embedded browser, voice routing, knowledge-graph tooling, and swarm orchestration.

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Landing-page snapshot of pkpawn.app pkpawn: a scalpel for compiled Pawn scripts pkpawn.app

pkpawn turns compiled .amx game scripts into readable, editable assembly, then rebuilds them into files the console can load.

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Landing-page snapshot of poddle.dev poddle: a secret-safe sandbox for coding agents poddle.dev

Poddle runs coding agents in isolated, reproducible sandboxes while keeping provider and connector secrets outside the pod.

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Landing-page snapshot of postline.dev Postline puts Gmail in the terminal postline.dev

A local-first terminal client for reading, searching, triaging, and sending Gmail from a single static binary.

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Landing-page snapshot of produktakte.com Produktakte: A Ten-Year Memory for SBOMs produktakte.com

Produktakte archives software bills of materials across releases, making dependencies searchable, comparable, and traceable over time.

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Landing-page snapshot of rendershed.com Rendershed: screenshots without the cookie banner rendershed.com

A rendering API that produces screenshots and PDFs while suppressing consent walls, sign-in modals, and paywall overlays.

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Landing-page snapshot of saluslabs.org Salus, the Commit-Time Referee for AI Agents saluslabs.org

Salus checks an AI agent’s proposed action against policy and evidence before a backend executes it, then returns feedback for a safer retry.

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Landing-page snapshot of sitereal.app Sitereal keeps the code in visual web building sitereal.app

A free visual builder for Astro that composes pages on a canvas and writes ordinary .astro files into your repository.

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Landing-page snapshot of tapped.space Tapped: The Browser Shooter That Builds Its Own Art tapped.space

Tapped is a desktop browser FPS that procedurally generates its textures, meshes, animations, and sounds from code instead of loading art assets.

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Landing-page snapshot of techwithugur.dev Tech with Ugur: Security Labs for the Laptop-Sized Threat Model techwithugur.dev

A hands-on technical blog covering cybersecurity, DevOps, AI, and observability through runnable, open-source labs.

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Landing-page snapshot of toren.run Toren’s Kill Test toren.run

An open-source runtime for AI agents designed to keep long-running processes alive across crashes, deploys, and a literal kill -9.

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Landing-page snapshot of triss.work Triss, the cheaper coworker for expensive agents triss.work

Triss is a Node CLI and MCP coworker that delegates token-heavy coding tasks to cheaper models, then returns compact summaries to a primary agent.

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Landing-page snapshot of trycomms.app Comms turns screen recordings into agent-readable briefs trycomms.app

A macOS tool that records your screen and voice, turns annotations and speech into a structured session folder, and hands it to coding agents such as Claude Code or Cursor.

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Landing-page snapshot of typeship.dev typeship gives API agents a typed toolkit typeship.dev

typeship turns OpenAPI, Swagger, or GraphQL specs into TypeScript, Python, and Go SDKs, a CLI, and an MCP server.

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Landing-page snapshot of usejoinery.com Joinery, a Database Workbench That Shows Its Work usejoinery.com

An open-source desktop workbench for SQL Server, PostgreSQL, and MySQL, covering schema exploration, SQL editing, diagrams, execution plans, backups, and more.

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Landing-page snapshot of validationfacture.com Validation Facture, the deterministic French e-invoice checker validationfacture.com

An API and MCP service that validates, repairs, converts, and diagnoses electronic invoices against EN 16931 and French requirements.

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Landing-page snapshot of vetnek.com Vetnek, a version-pinned security registry for MCP servers vetnek.com

Vetnek statically scans published MCP server packages for tool poisoning, exposed secrets, supply-chain issues, capability mismatches, and code signals.

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Landing-page snapshot of voltville.dev Voltville’s Fictional EV Fleet Has a Real Failure Mode voltville.dev

Voltville is a live demo of a fictional electric-vehicle charging operator, running 58 simulated charge points through real device infrastructure.

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Landing-page snapshot of wernoroodt.com Werno Roodt — Engineering, built and explained wernoroodt.com

A public engineering project exploring AI-controlled car suspension through browser-based simulation and video episodes.

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Landing-page snapshot of xiavoiceagent.com Xia Agent Workspace, an AI workbench for HOI4 modders xiavoiceagent.com

A local-first workspace for creating and maintaining Hearts of Iron IV mods, with project scanning, code intelligence, editors, map tools, localization, and diagnostics.

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Landing-page snapshot of zetrem.org Zetrem puts Claude Code teammates on screen zetrem.org

An open-source desktop app for assigning work to named Claude Code agents, watching their tool calls, and approving commands as they run.

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Landing-page snapshot of leptris.org Leptris, the XML parser with hard bounds leptris.org

A pure-C99 XML 1.0 parser, XPath 1.0 engine, and SAX interface built around bounded memory and zero required runtime dependencies.

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Landing-page snapshot of rocket26.wiki Rocket Wiki rocket26.wiki

A Chinese-language engineering wiki documenting an experimental rocket project, from avionics and propulsion to simulations, flight records, source code, and 3D models.

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Landing-page snapshot of act-athon.com A Physical AI Hackathon With an Excavator Problem act-athon.com

Act-athon is a free, 36-hour Mountain View hackathon where teams deploy vision-language-action models onto excavators, drones, remote-controlled heavy equipment, or manipulators.

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Landing-page snapshot of asterism.run Asterism Gives Coding Agents a Permanent Local Home asterism.run

Asterism is a local infrastructure layer for keeping coding agents running with assembled compute, storage, GPUs, routes, and secrets.

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Landing-page snapshot of auracrawl.com AuraCrawl Treats Web Scraping Like Infrastructure auracrawl.com

AuraCrawl offers custom web-data extraction that turns public webpages into clean, validated JSON.

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Landing-page snapshot of cc-on-demand.com CC On Demand: Claude Code in a box cc-on-demand.com

A beta service providing cloud development machines with Claude Code, browser terminals, persistent storage, and one-click agent runs.

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Landing-page snapshot of codex-harness.com Codex Harness: an index of the agent-extension layer codex-harness.com

An open directory of Codex plugins and skills, with installation paths, featured projects, and explanations of how the underlying agent harness works.

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Landing-page snapshot of contextfence.dev Context Fence Puts a Local Gate in Front of AI Agent Tools contextfence.dev

A local MCP policy proxy checks AI coding-agent requests against YAML rules before they reach a tool.

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Landing-page snapshot of dynamodweep.com DynamoDweep, a focused DynamoDB desktop client dynamodweep.com

A Windows desktop app for browsing, querying, editing, and comparing Amazon DynamoDB, DynamoDB Local, and LocalStack environments.

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Landing-page snapshot of franklilabs.com Frank Li’s Automation Workshop franklilabs.com

A Taiwanese automation engineer’s portfolio of practical tools for turning repetitive business workflows into one-click processes.

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Landing-page snapshot of hookhood.tech HookHood’s Four-Hook Signature Lab hookhood.tech

A visual research library for programmable Uniswap v4 liquidity, featuring four original hook concepts and 32 educational patterns.

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Landing-page snapshot of isohub.site ISOHub turns automotive safety records into an auditable graph isohub.site

A continuous-assurance platform that lets engineers query automotive safety artefacts through AI chat, while deterministic calculations and provenance records support the resulting work.

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Landing-page snapshot of keepd.dev Keepd: Secrets That Never Rest on Your Servers keepd.dev

Keepd delivers production secrets directly into a process's protected memory, using human approval and Face ID instead of writing them to disk.

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Landing-page snapshot of levi.baby AiX Signal Tester: a graduation project that listens to lab instructions levi.baby

A GD32H759-based signal-testing prototype turns natural-language requests into waveform generation and signal analysis.

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Landing-page snapshot of machinesloveyou.com machinesloveyou measures whether answer engines mention your name machinesloveyou.com

An answer-engine visibility tool that runs buyer questions across seven AI and search surfaces, records citations and rankings, and checks which crawlers reached a site.

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Landing-page snapshot of nanobase.dev nanobase, a single-binary Supabase alternative nanobase.dev

A Rust-built backend that aims to bundle PostgreSQL, authentication, storage, realtime, Web Studio, and MCP tools into one Supabase-compatible process.

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Landing-page snapshot of nexguardhq.com NexGuard, the antivirus that publishes its scanner nexguardhq.com

NexGuard offers an open-source malware scanner that checks files against a threat-hash list, with an optional $10/month subscription for a more frequently updated feed and multi-machine dashboard.

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Landing-page snapshot of pennyocr.com PennyOCR puts OCR on a very small invoice pennyocr.com

A low-cost OCR API that turns PDFs and images into text, with a browser demo and a single endpoint for developers.

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Landing-page snapshot of throttle-pro.com Throttle measures the price of idle GPUs throttle-pro.com

Throttle is a drop-in proxy for self-hosted LLM inference that promises lower costs through dynamic batching, instance right-sizing, spot-aware capacity, and semantic caching.

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Landing-page snapshot of usedocca.com Docca — an agent-native document vault usedocca.com

Docca lets ChatGPT, Claude, and Claude Code create, store, version, and share HTML documents such as dashboards, contracts, salary ledgers, and presentation decks.

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Landing-page snapshot of wahidsemiconductor.com Wahid Semiconductor’s Pre-Silicon Near-Memory LPU wahidsemiconductor.com

Wahid Semiconductor proposes stacking DRAM vertically on an inference processor to target 10–40 TB/s of memory bandwidth.

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Landing-page snapshot of winhance.org Winhance, the Windows Debloating Workbench winhance.org

A free, open-source Windows 10 and 11 utility for removing unwanted components, tuning system behavior, customizing the desktop, and reapplying setup configurations.

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Landing-page snapshot of hooks.bot hooks.bot — the webhook endpoint that explains failures hooks.bot

A disposable webhook catcher with a signature debugger that shows why incoming requests fail verification.

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Landing-page snapshot of ismyappleaking.com Vibecheck: Is Your AI-Built App Leaking? ismyappleaking.com

A free, open-source browser-based security scanner that checks what strangers can read from an app and its Supabase or Firebase backend.

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Landing-page snapshot of chiplog.dev chiplog turns scattered logs into one readable operation chiplog.dev

A zero-dependency Node logger that records named stages across an operation and emits one structured event when it finishes.

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Landing-page snapshot of chorium.app Chorium watches your coding-agent fleet chorium.app

A native macOS board for monitoring and coordinating multiple coding agents across live workspaces.

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Landing-page snapshot of cloudinventar.com Cloud-Inventar: An AWS Inventory Service That Shows Its Work cloudinventar.com

A German-language service that inventories AWS accounts and regions, turns JSON or NDJSON output into readable asset lists, and hands over a repeatable process to the client’s team.

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Landing-page snapshot of cubestem.space CubeSTEM’s Space Hardware Cloud cubestem.space

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An experimental blockchain testnet that says its mining workload begins with triaging real Breakthrough Listen radio-astronomy data.

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A Japanese personal maker site documenting local AI automation, desktop and mobile apps, and the practical systems behind them.

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An open-source, local-first observability console for replaying AI coding sessions and inspecting their turns, tool calls, files, commits, approvals, and agent handoffs.

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Across the archive

Developer Corner, accumulating

13,910 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 2026-08-01: Developer Corner median 82.02026-08-02: Developer Corner median 82.02026-08-03: Developer Corner median 82.02026-08-04: Developer Corner median 82.02026-08-05: Developer Corner median 82.02026-08-06: Developer Corner median 82.02026-08-07: Developer Corner median 82.02026-08-08: Developer Corner median 82.02026-08-09: Developer Corner median 83.52026-08-10: Developer Corner median 82.02026-08-11: Developer Corner median 83.02026-08-12: Developer Corner median 82.02026-08-13: Developer Corner median 82.52026-08-14: 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 84.0 Open 2026-08-01: 67% open across 123 published cards 2026-08-02: 67% open across 127 published cards 2026-08-03: 71% open across 112 published cards 2026-08-04: 70% open across 88 published cards 2026-08-05: 72% open across 113 published cards 2026-08-06: 71% open across 109 published cards 2026-08-07: 70% open across 135 published cards 2026-08-08: 65% open across 121 published cards 2026-08-09: 73% open across 118 published cards 2026-08-10: 72% open across 111 published cards 2026-08-11: 75% open across 114 published cards 2026-08-12: 61% open across 101 published cards 2026-08-13: 74% open across 122 published cards 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 Login 2026-08-01: 33% login across 123 published cards 2026-08-02: 33% login across 127 published cards 2026-08-03: 29% login across 112 published cards 2026-08-04: 30% login across 88 published cards 2026-08-05: 28% login across 113 published cards 2026-08-06: 29% login across 109 published cards 2026-08-07: 30% login across 135 published cards 2026-08-08: 35% login across 121 published cards 2026-08-09: 27% login across 118 published cards 2026-08-10: 28% login across 111 published cards 2026-08-11: 25% login across 114 published cards 2026-08-12: 39% login across 101 published cards 2026-08-13: 26% login across 122 published cards 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 $ Paid 2026-08-01: 34% paid across 123 published cards 2026-08-02: 36% paid across 127 published cards 2026-08-03: 18% paid across 112 published cards 2026-08-04: 25% paid across 88 published cards 2026-08-05: 27% paid across 113 published cards 2026-08-06: 40% paid across 109 published cards 2026-08-07: 28% paid across 135 published cards 2026-08-08: 28% paid across 121 published cards 2026-08-09: 23% paid across 118 published cards 2026-08-10: 28% paid across 111 published cards 2026-08-11: 25% paid across 114 published cards 2026-08-12: 35% paid across 101 published cards 2026-08-13: 28% paid across 122 published cards 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 Ads 2026-08-01: 0% ads across 123 published cards 2026-08-02: 1% ads across 127 published cards 2026-08-03: 0% ads across 112 published cards 2026-08-04: 0% ads across 88 published cards 2026-08-05: 0% ads across 113 published cards 2026-08-06: 0% ads across 109 published cards 2026-08-07: 0% ads across 135 published cards 2026-08-08: 0% ads across 121 published cards 2026-08-09: 0% ads across 118 published cards 2026-08-10: 1% ads across 111 published cards 2026-08-11: 0% ads across 114 published cards 2026-08-12: 1% ads across 101 published cards 2026-08-13: 1% ads across 122 published cards 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 * Pretty 2026-08-01: 99% pretty across 123 published cards 2026-08-02: 98% pretty across 127 published cards 2026-08-03: 99% pretty across 112 published cards 2026-08-04: 100% pretty across 88 published cards 2026-08-05: 100% pretty across 113 published cards 2026-08-06: 99% pretty across 109 published cards 2026-08-07: 99% pretty across 135 published cards 2026-08-08: 98% pretty across 121 published cards 2026-08-09: 99% pretty across 118 published cards 2026-08-10: 100% pretty across 111 published cards 2026-08-11: 100% pretty across 114 published cards 2026-08-12: 100% pretty across 101 published cards 2026-08-13: 100% pretty across 122 published cards 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 Pro 2026-08-01: 95% pro across 123 published cards 2026-08-02: 91% pro across 127 published cards 2026-08-03: 95% pro across 112 published cards 2026-08-04: 92% pro across 88 published cards 2026-08-05: 95% pro across 113 published cards 2026-08-06: 94% pro across 109 published cards 2026-08-07: 93% pro across 135 published cards 2026-08-08: 95% pro across 121 published cards 2026-08-09: 94% pro across 118 published cards 2026-08-10: 95% pro across 111 published cards 2026-08-11: 96% pro across 114 published cards 2026-08-12: 89% pro across 101 published cards 2026-08-13: 94% pro across 122 published cards 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 Niche 2026-08-01: 99% niche across 123 published cards 2026-08-02: 98% niche across 127 published cards 2026-08-03: 100% niche across 112 published cards 2026-08-04: 99% niche across 88 published cards 2026-08-05: 98% niche across 113 published cards 2026-08-06: 98% niche across 109 published cards 2026-08-07: 99% niche across 135 published cards 2026-08-08: 98% niche across 121 published cards 2026-08-09: 97% niche across 118 published cards 2026-08-10: 95% niche across 111 published cards 2026-08-11: 100% niche across 114 published cards 2026-08-12: 100% niche across 101 published cards 2026-08-13: 100% niche across 122 published cards 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 Human 2026-08-01: 6% human across 123 published cards 2026-08-02: 9% human across 127 published cards 2026-08-03: 2% human across 112 published cards 2026-08-04: 15% human across 88 published cards 2026-08-05: 4% human across 113 published cards 2026-08-06: 9% human across 109 published cards 2026-08-07: 6% human across 135 published cards 2026-08-08: 11% human across 121 published cards 2026-08-09: 8% human across 118 published cards 2026-08-10: 12% human across 111 published cards 2026-08-11: 12% human across 114 published cards 2026-08-12: 5% human across 101 published cards 2026-08-13: 10% human across 122 published cards 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 ! Risk 2026-08-01: 1% risk across 123 published cards 2026-08-02: 5% risk across 127 published cards 2026-08-03: 5% risk across 112 published cards 2026-08-04: 2% risk across 88 published cards 2026-08-05: 2% risk across 113 published cards 2026-08-06: 5% risk across 109 published cards 2026-08-07: 1% risk across 135 published cards 2026-08-08: 2% risk across 121 published cards 2026-08-09: 2% risk across 118 published cards 2026-08-10: 2% risk across 111 published cards 2026-08-11: 1% risk across 114 published cards 2026-08-12: 2% risk across 101 published cards 2026-08-13: 2% risk across 122 published cards 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 ƒ JavaScript 2026-08-01: 32% javascript across 123 published cards 2026-08-02: 31% javascript across 127 published cards 2026-08-03: 20% javascript across 112 published cards 2026-08-04: 41% javascript across 88 published cards 2026-08-05: 19% javascript across 113 published cards 2026-08-06: 23% javascript across 109 published cards 2026-08-07: 27% javascript across 135 published cards 2026-08-08: 26% javascript across 121 published cards 2026-08-09: 24% javascript across 118 published cards 2026-08-10: 23% javascript across 111 published cards 2026-08-11: 28% javascript across 114 published cards 2026-08-12: 25% javascript across 101 published cards 2026-08-13: 34% javascript across 122 published cards 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
Developer Corner14 other categoriesDaily category averageScore axis 70–90Signal 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

1,731 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: 45% across all Developer Corner cards and 70% among cards scoring 80+, a +24 pp difference. Open 45% → 70% +24 pp +24 pp Login: 52% across all Developer Corner cards and 28% among cards scoring 80+, a -23 pp difference. Login 52% → 28% -23 pp -23 pp Paid: 36% across all Developer Corner cards and 24% among cards scoring 80+, a -12 pp difference. $ Paid 36% → 24% -12 pp -12 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: 89% across all Developer Corner cards and 98% among cards scoring 80+, a +9 pp difference. * Pretty 89% → 98% +9 pp +9 pp Pro: 34% across all Developer Corner cards and 98% among cards scoring 80+, a +64 pp difference. Pro 34% → 98% +64 pp +64 pp Niche: 92% across all Developer Corner cards and 97% among cards scoring 80+, a +5 pp difference. Niche 92% → 97% +5 pp +5 pp Human: 3% across all Developer Corner cards and 9% among cards scoring 80+, a +6 pp difference. Human 3% → 9% +6 pp +6 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 25% among cards scoring 80+, a 0 pp difference. ƒ JavaScript 25% → 25% 0 pp 0 pp

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