Workflow Automation

A university-built IoT data stack that scores bin urgency in real time, recalculates collection routes, and monitors whether vehicles stay on task.

A contrarian Python system scans standalone markets, filters out sports and crypto noise, and buys NO with the kind of defensive engineering you only build after trading against a fragile exchange.

Twenty split its core-team workflow into a separate repo, then wired @claude into a GitHub Action that dispatches work back to the main codebase.

Beyond the POST request. Building a resilient state machine for the modern cloud lifecycle.

From raw retail transactions to segmentation, explainability, drift detection, and live prediction streams, this project builds the whole loop, not just the model.

A deep look at the repo that turns one topic into a structured syllabus, lesson content, YouTube support material, and SaaS-ready course data.

A Go and PostgreSQL codebase that turns registration, waitlists, auth revocation, and audit logging into one disciplined flow.

A production-grade Python system for calibrated predictions, live bracket simulation, and explainable soccer odds that only promotes models after they beat Elo.

A single Markdown source becomes synchronized audiobooks, browser-rendered video, print-ready PDFs, and hacker-friendly text formats through deterministic builds and AST-level transforms.

An automated briefing app that scores, deduplicates, and summarizes AI news into a high-signal daily read, then wraps it in a full-stack TypeScript product built on TanStack Start.

A civic-tech prototype for Bengaluru that translates plain-language grievances into formal letters, routes them to the right department, and makes the complaint feel actionable before the LLM even runs.

A vanilla HTML and Firebase system for closed communities, where the smartest feature is not search but verification.

How a lean stack turns Gemini, Cloudinary, Clerk, and Neon into one unified product, and why the smartest layer is the glue between them.

A role-aware dashboard, shared identity model, and file-based uploads make this job portal more architecturally interesting than it first appears.

Inside a three-sided marketplace where Socket.io rooms, guarded status transitions, and OTP handoffs keep restaurants, drivers, and customers in sync.

How an H3-based disruption engine, proof-of-presence telemetry, and graph fraud checks turn gig-worker protection into a programmable system.

A Django rental backend that uses Google OAuth, lazy onboarding, and cookie-based JWTs to turn identity into a staged workflow instead of a one-time gate.

A close look at the rules logic, local-first state, and tournament-specific workflows behind an open-source draw sheet system built for real competition mats.

A clever Python script bridges Letterboxd, TMDB, and Power BI, using page scraping, cached joins, and crew-level metadata to turn personal movie history into something closer to an analyst’s workbook.

A durable workflow demo that turns message delivery into a visible, resumable sequence, then maps execution back onto the code so you can see exactly what happened and where.

A Next.js reference implementation that shows how the Vercel Workflow SDK turns multi-channel delivery into a replayable, observable system instead of a pile of queues and retries.

A durable token bucket turns a familiar backend pattern into a replayable workflow, then streams every decision into a live code workbench.

A Vercel Labs demo that turns the Transactional Outbox pattern into a live, code-linked execution trace, and hints at a future where durable backend logic ships inside the app itself.

Vercel Labs' template keeps humans in the loop, pushes the waiting into a durable workflow, and fans the result back out to GitHub and Linear.

A Vara starter kit that turns one IDL into typed React hooks, live event wiring, and a debug panel, so the frontend starts from the contract instead of from scratch.

A Python pipeline scrapes community ballots, enriches them with TMDB data, and even finds taste-matched cinema neighbors for recommendations.

How a solo developer used Filament PHP and Livewire to build a transparent transit monitor that outpaces official infrastructure.

How Eric Clemmons combined Cloudflare Dynamic Workers and Key-Value storage to turn infrastructure rollouts into instant database writes.

How a Vercel lab experiment uses durable execution and server-sent events to turn raw source code into a real-time observability dashboard.

How an experimental LangGraph workflow stops LLMs from hallucinating coordinates by forcing them to use a custom geometry API.

How compiler directives and durable execution are solving the brittle agent problem for serverless architectures.

How a cross-platform monorepo uses geofencing, edge-cached timetables, and dynamic QR tokens to solve the university attendance problem.

How a "sidecar" pattern for Vercel Workflows turns the black box of durable execution into a real-time developer workbench.

How Vercel Labs uses static analysis and durable execution to turn raw source code into a real-time, interactive debugger.

Vercel's reference implementation replaces complex internal admin panels with a high-performance, ephemeral triage protocol.

How Vercel Labs is turning execution logs into interactive "Code Workbenches" for the next generation of AI agents.

A masterclass in bidirectional messaging using ZK-proofs, Light Clients, and the Actor Model to link the Vara Network with Ethereum.

How a tiny Aura component transformed rigid database wizards into dynamic, branchable user experiences.

A Cloudflare-native editorial engine that reads source code like evidence, plans the story like a newsroom, and ships illustrated technical deep-dives as a single HTML artifact.

Moving beyond manual setup to a world where AI prompts generate versioned, reversible, and structured server infrastructure.

From Spark preprocessing to XGBoost predictions and operator-facing dashboards, this repo turns sensor noise into a maintenance decision the factory can use.

A full-stack agricultural marketplace with return-trip matching, cargo consolidation, and an unusual in-memory fallback that keeps the system usable in imperfect conditions.

A Node, React, and PostgreSQL system that blends live messaging, role-based access, OTP onboarding, and moderation into one campus-wide workflow.

A look at how one open-source platform tries to unify mock interviews, resume feedback, and learning roadmaps into a single candidate workflow.

A FastAPI, Next.js, and FinBERT stack that streams market sentiment, persists it as a live ledger, and wraps it in a quant-focused Copilot.

A local-first Next.js marketplace for intercity travel in Madhya Pradesh, where booking a seat also creates trust, chat, and coordination.

A Streamlit app that predicts churn, explains model behavior, and translates telco data into business actions with domain-driven feature engineering and XAI.

A solar-service system where tickets, job cards, SLAs, and handoffs are wired together to keep physical work auditable from pickup to closure.