Redora, a Redis SDK for NestJS

An MCP server that lets coding agents query your NestJS API's OpenAPI contract

Redora 0.3.1 – Redis application toolkit for NestJS

A CLI that deploys your Express/NestJS app to your own AWS or Azure – no IaC

last year i was randomly visiting a website and couldnt download a video in hd quality. as a dev, when smoething doesnt work, you think &quot;let&#x27;s build it.&quot; so i started researching and found like 0.2% of these sites actually worked, but full of shitty ads. checked their traffic and got shokced, tens of millions of visits.started building with a regular MEAN stack. i was 17, knew how to code but wasnt experienced, just pushed by those traffic numbers. used yt-dlp as the core scraper along with other fallbacks like youtube-dl and unofficial tiktok apis. by all means i was overengineering, tryign to build a bulletproof system with fallback on fallback. took two months, and by the end changing one line meant touching 15 to 20 files. that&#x27;s bad code.rewrote it, stripped external deps, used yt-dlp efficiently in node js. still slow, 10 to 15 sec just to fetch info, another 10 to 15 to start download. tried optimizing args and prewarmed pools, still stuck around 9 to 10 sec. obsessed with speed at this point, 3 months gone.tried bun, no real improvement, cmd process time was the smae. switched to golang, learned it in 15 days, rebuilt again, and it worked, 4 to 5 sec startup. procrastinated a full week just enjoying that small win.month 5, optimized further. realized we didnt need full yt-dlp --dump-json metadata (5 sec), switched to oembed and iframely for instant basic metadata (250ms) while yt-dlp handled the download in the bakcground.launched after 6 months under the name &quot;videosaver,&quot; too common a name, google barely indexed it, didnt even rank for its own name. learned naming and domain age matter more than i thought.depression hit, overthought for a month. month 8, rebuilt frontend and rebranded to &quot;buckty,&quot; ai chatbot style ui, technical seo scored 100&#x2F;100 everywhere. launched month 9, fast and functional, but still zero real traffic. blog posts never got indexed. wrote on medium, other platforms, still nothing. cookies issues and ip throttling kept coming up. tried aria2 for speed, bad call server side. backlinks didnt move the needle either.started an instagram theme page posting movie clips, hit 50k followers and 70m+ reach in a month. tried converting it into traffic for buckty, started posting memes, and within 3 days meta blocked the account for bot-like activity. never recovered.realized fast downloads and decent ui isnt a usp. built a mobile app in kotlin with direct-download-with-share like &quot;seal,&quot; but downloading server side then streaming to the user. added google drive auto-upload as another usp, connected web and mobile through a nest js middleware sitting on top of the golang backend, handling history, drive uploads, everything. still had the cookies issue. still no audience. decided no more features, just focus on traffic.spent the last month trying every seo strategy, nothing worked. realized the real issue was leverage, competitors were doing blackhat bulk backlinking, spending 10k a month to pull 200k a month in cpm ads. the other real path is sponsoring a creator with real audience to showcase the product.after all this, my final takeaway is... nothing, and everything. learned a ton about optimization, design, scaling. but the real lesson: product is nothing, marketing is everything. people building &quot;ai wrappers&quot; get traction i couldnt, even though i built an actual system, not hype.so i&#x27;m open sourcing the whole ecosystem, mobile app, web app, all of it. built to run locally too, using wails to package the web app as a self hosted system app, connect your own accounts, back everything up. designed it to need minimal maintenance, should run fine for 6 months untouched. within a week of open sourcing it, i&#x27;m leaving it and moving to the next project. hard to walk away from something like this, but the best time to leave anything that hurts you was the moment you regretted it, and the second best time is now.

The Mistake That Cost Me a Year

I have recently been developing an open-source system that functions as an HTTP gateway, facilitating integrations such as sending messages and events on Telegram.I built it using technologies like NestJS and Vue, and implemented an engine-based architecture that currently supports GramJS, with future support planned for Telegraf.

Gateway HTTP for Telegram

Location: Lahore, Pakistan
Remote: Yes — open to global remote roles and comfortable overlapping with US, UK, EU, and APAC teams
Willing to relocate: Yes, for the right opportunity
Availability: Immediate
Experience: 7+ years
Resume: <a href="https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;11dfA85nDcbLYrMvPzGwJtyjkZWcx9sWH&#x2F;view?usp=drive_link" rel="nofollow">https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;11dfA85nDcbLYrMvPzGwJtyjkZWc...</a>
GitHub: <a href="https:&#x2F;&#x2F;github.com&#x2F;haseebfurqan" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;haseebfurqan</a>
Email: haseebghias79@gmail.comTechnologies:
Frontend: React, Next.js, Vue.js, Nuxt.js, SvelteKit, TypeScript, JavaScript, Redux, Tailwind CSS, Material UI, Ant Design, BootstrapBackend: Node.js, NestJS, Express.js, Python, FastAPI, Django, .NET Core, Laravel, REST, GraphQL, WebSockets, SSE, MicroservicesDatabases: PostgreSQL, MySQL, MongoDB, DynamoDB, Supabase, RedisCloud&#x2F;DevOps: AWS, Azure, Vercel, EC2, RDS, Docker, Nginx, PM2, CI&#x2F;CD, GitHub, GitLab, BitbucketSecurity&#x2F;Auth: Keycloak, OAuth&#x2F;OIDC, JWT, Azure AD, SSO, RBAC, IAM, Supabase RLSAI&#x2F;LLM: OpenAI, Gemini, Claude, RAG, LangChain, Vector Databases, AI Agents, Prompt Engineering, AI Automation, Cursor, Codex, Claude CodeIntegrations: Stripe, PayPal, Twilio, HubSpot, Zoom, Google APIs, ArcGIS, MapboxOther: System Design, Multi-Tenant SaaS, API Architecture, Performance Optimization, Database Optimization, Testing, Jest, React Testing Library

Ask HN: Who wants to be hired? (September 2026)

Location: Seoul, South Korea (UTC+9)
Remote: Yes
Willing to relocate: Yes, from late February 2027
Technologies: TypeScript, Node.js, NestJS, PostgreSQL, Redis, Kafka, Docker, Kubernetes, AWS, Terraform, CI&#x2F;CD
Résumé&#x2F;CV: on request
Email: sparkj.yoon@gmail.com
Code: <a href="https:&#x2F;&#x2F;github.com&#x2F;sparkYJO1" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;sparkYJO1</a>Backend and infrastructure engineer, four years, the last two and a half as tech lead of a five person team. I took a questionnaire assessment product from nothing to production on my own: schema, NestJS services, the scoring engine, the AWS infrastructure in Terraform, and the CI&#x2F;CD. I still own that Terraform, including every change since, not only the first apply.I build through AI rather than with autocomplete. The problem I kept hitting was not model quality. Every engineer on the team fed the tools different context and got different answers, so I standardised the specification documents and code generators across the codebase until the output stopped depending on who asked.I also put an LLM into another product for questionnaire intake and result translation. It runs in staging and has been demoed to the customer, so I would not call it shipped.The Github is small backend libraries, each one measured rather than guessed at, if you would rather read code than a CV.Looking for remote work with an overseas company, or relocation to Europe. Happy to talk about either.

Location: Nigeria (WAT &#x2F; UTC+1)Remote: Yes, worldwideWilling to relocate: Yes, with employer visa&#x2F;work-permit supportTechnologies: Go, TypeScript, JavaScript, React, Next.js, Node.js, NestJS, PostgreSQL, MySQL, Redis, AWS, GCP, Docker, REST APIs, GraphQL, OAuth, webhooks, Flutter, AI&#x2F;LLM integrationsRésumé&#x2F;CV: <a href="https:&#x2F;&#x2F;mujhtech.fyi" rel="nofollow">https:&#x2F;&#x2F;mujhtech.fyi</a>Email: mujeeb.muhideen@gmail.comFull-stack&#x2F;backend software engineer with 4+ years of professional experience across fintech, SaaS, AI-enabled products, and developer tooling.At Swerv, I was one of two engineers responsible for an embedded-finance platform covering payments, virtual accounts&#x2F;cards, KYC, transaction workflows, reconciliation, APIs, and cloud infrastructure. I designed APIs used by nearly 20 partner businesses and built a consumer application that reached approximately 100,000 combined downloads.More recently at Tempo Labs, I shipped production products with React, Next.js, TypeScript, PostgreSQL, and AI integrations.Interested in Backend, Full-Stack, Product, Integration, Developer Tooling, and fintech&#x2F;payments engineering roles. Open to full-time employment and contract work.GitHub: <a href="https:&#x2F;&#x2F;github.com&#x2F;mujhtech" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;mujhtech</a>

Location: Long Island, NY (NYC metro). Authorized to work in the US.Remote: Open to remote, hybrid, or onsite (NYC metro).
Willing to relocate: For the right roleTechnologies: Go, TypeScript, NestJS&#x2F;Node, React, React Native, Angular, PostgreSQL&#x2F;PostGIS, Redis, C#&#x2F;ASP.NET Core, Python, OpenAI&#x2F;Gemini APIs, C, Docker, Terraform, AWSRésumé&#x2F;CV: <a href="https:&#x2F;&#x2F;seanerfan.us&#x2F;resume.pdf" rel="nofollow">https:&#x2F;&#x2F;seanerfan.us&#x2F;resume.pdf</a>Code: <a href="https:&#x2F;&#x2F;github.com&#x2F;Shameed4&#x2F;Discord-Kittens" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;Shameed4&#x2F;Discord-Kittens</a> (distributed Go game server), <a href="https:&#x2F;&#x2F;github.com&#x2F;Shameed4&#x2F;USG_Chatbot" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;Shameed4&#x2F;USG_Chatbot</a> (agentic RAG over bylaws and meeting minutes)Email: seanerfan@gmail.comBackend&#x2F;full-stack engineer, about 18 months out of Stony Brook, CS and applied math. Right now I&#x27;m the only engineer on a healthcare product, so I do all of the frontend, backend, and database work myself. It was a ColdFusion and AngularJS prototype when I got there. It&#x27;s a NestJS API with an Angular web app and a React Native app on Postgres now.Before that I was at a defense electronics manufacturer. I built an Android app for warehouse picking that queued failed requests on the device, since the Wi-Fi drops in the aisles. The picking transactions ran at Serializable isolation so several people could work the same order without corrupting the inventory counts. I also shipped a Python service that reads hardware spec PDFs and drafts the verification test procedures from them with Gemini.On my own time I made a Go game server that runs across several nodes, coordinated through Redis. Each lobby is leased to one node. A node renews its lease with a Lua script that checks it still holds it first, since a blind EXPIRE can re-extend a lease you&#x27;ve already lost. Every lease carries an epoch that goes up by one each time it changes hands. A node that pauses past its TTL, gets replaced, and wakes up still thinking it owns the lobby gets rejected the moment it writes. Acquiring a lease also hands back the dead owner&#x27;s state snapshot, so taking over and picking up the in-flight game happen at the same time. Clients number their own moves, so a move can&#x27;t get applied twice across a reconnect.Then I killed a node mid-game to see what would happen. 60 bots on 3 nodes behind nginx, one node killed outright, and all 16 games kept running. 164 reconnects, no move applied twice, p99 action latency 4.5ms, and clients were back in their seats in about 12s. It took that long because nobody can adopt a lobby until the dead owner&#x27;s 15s lease runs out, which is the tradeoff between failing over fast and more heartbeat traffic.I&#x27;m looking for backend or full-stack work somewhere with engineers more senior than me, which is the one thing I can&#x27;t get right now. Distributed systems is what I&#x27;d most like to do, but AI work and regular product backend both interest me too.

<pre><code> Location: Berlin, Germany
 Remote: Yes
 Willing to relocate: No
 Technologies: .Net, Java, Typescript, Python, React, NestJS, SQL, Salesforce, AWS, Azure, Postgres, MSSql
 Résumé&#x2F;CV: https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;1ZXpzezzVnXTjp9qsL6e50CfQLM6oPhm0&#x2F;view?usp=sharing
 Email: jobs@burnstreet.de</code></pre>
Fintech CTO and hands-on engineer, 20 years building software and 15 years leading teams. Most recently built security and compliance from scratch at a startup, reaching ISO 27001 certification in 7 months, which multiple partner banks then accepted as the basis for working with us. On the product side: a multi-bank loan sales platform that cut agent time per contract by about 75%, and an automated loan product that takes as little as 3 days from application to payout. Comfortable owning both the security&#x2F;architecture side and hands-on delivery on a regulated product. Looking for a startup CTO, staff engineer or hands-on team lead position, contract or permanent.

BOSS-IQ | CTO Partner | REMOTE (worldwide) | Full-time | Istanbul-based company | <a href="https:&#x2F;&#x2F;boss-iq.com" rel="nofollow">https:&#x2F;&#x2F;boss-iq.com</a>BOSS-IQ is an AI strategic-planning product for owner-operators of small and medium businesses. The boss describes an idea that has been stuck for years; a research-and-question session returns an implementation-ready plan. In production since June, hand-onboarding our first paying customers since August, invitation-only.I am looking for a partner rather than a first hire, and I need two things in one person. An experienced developer who has genuinely run software in production — deployments, incidents, on-call. And a black-belt prompter. I mean that as a level, not a flourish. The tell: if you watch other developers work in AI environments and feel real frustration — everyone prompts, most prompt badly — and you have quietly built your own standing rule files, your own context discipline, your own reusable prompt library, then you already know what I am describing. That is the rarer of the two skills, and the one I weight hardest.Under the product, 60+ specialist agents run continuous extraction over each customer&#x27;s documents and sessions into a persistent, per-company memory: every fact dated and traced to its source sentence, contradictions kept rather than overwritten — a discipline we call Total Capture. Patent-pending since July, in context engineering.Stack: TypeScript throughout. A NestJS API plus a separate NestJS worker on Railway, Next.js 16 &#x2F; React 19 on Vercel, Postgres with Prisma, Redis and BullMQ, Pinecone, S3-compatible storage. Agents are LangChain.js &#x2F; LangGraph ReAct agents on Anthropic Claude across three model tiers, with OpenAI embeddings. Every prompt body and model config lives in one versioned master file synced to LangSmith, never hardcoded in TypeScript.I am the founder, and not an engineer — thirty years a strategy consultant, first terminal at the end of 2022. A contract developer built the first ~20,000 lines between December and February. Since February I have been the only developer, and it is now about 264,000 lines of TypeScript. I wrote the prompts first, 18,500 lines across 79 agent files, and the code came after to serve them.That was the environment, not me: 45 interconnected instruction files deploying sub-agents, around 300,000 words of standing rules, orchestrated by one always-on kernel that classifies each session, auto-attaches the rules matching the files being touched, and generates sub-agentic plans for the work.Compensation is the honest startup shape: generous equity, austerity salary. No number here — it is set against what you currently earn, and that is a conversation rather than a billboard.Full posting: <a href="https:&#x2F;&#x2F;boss-iq.com&#x2F;cto-partner.html" rel="nofollow">https:&#x2F;&#x2F;boss-iq.com&#x2F;cto-partner.html</a>Apply: <a href="https:&#x2F;&#x2F;boss-iq.com&#x2F;apply-cto.html" rel="nofollow">https:&#x2F;&#x2F;boss-iq.com&#x2F;apply-cto.html</a> — one question at a time, ending by asking you to write the prompts you would use on day one, not code. I read every one myself.Or write to me directly: ahmet@boss-iq.com

Ask HN: Who is hiring? (September 2026)

Location: Lagos, Nigeria (UTC+1)Remote: PreferredWilling to relocate: YesTechnologies: Go, Java, Typescript, Node.js, NestJS, Springboot, Postgres, AWS, GCP, DigitalOcean, Docker, Kubernetes, RabbitMQ, Kafka, Prometheus, Grafana, OpenAI&#x2F;Anthropic&#x2F;Google AI APIsRésumé&#x2F;CV: <a href="https:&#x2F;&#x2F;docs.google.com&#x2F;document&#x2F;d&#x2F;1M1JNcWnKviPIq5i2qYEfQ1iisZkWvzD6eNMi9e6zhGk&#x2F;edit?usp=sharing" rel="nofollow">https:&#x2F;&#x2F;docs.google.com&#x2F;document&#x2F;d&#x2F;1M1JNcWnKviPIq5i2qYEfQ1ii...</a>Email: tomiwaidowuu@gmail.comSoftware Engineer focused on building reliable, scalable backend systems and production services. Experienced in designing APIs, payment systems, event-driven architectures, and distributed services. I enjoy solving complex engineering problems and turning product requirements into robust software that can evolve with scale.

Location: Kathmandu, Nepal (UTC+5:45)Remote: Yes, worldwide. 4-5 hours of overlap with Europe, US East mornings.Willing to relocate: NoTechnologies: TypeScript&#x2F;Node (NestJS, Next.js, SvelteKit, React), Python (FastAPI), PostgreSQL, Redis, Docker, Kubernetes on GCP, GitHub Actions, AWS, Azure, Cloudflare. LLM work in production for the last two years: retrieval over pgvector, multi-agent workflows, eval harnesses, voice AI.Résumé&#x2F;CV: on request by email. Code: <a href="https:&#x2F;&#x2F;github.com&#x2F;kafle1" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;kafle1</a>Email: kafleniraj@gmail.comFive years full stack, strongest on the backend. Right now I am the engineer who builds and runs the services at a small US company: NestJS APIs on Postgres, the Next.js and SvelteKit front ends on top, and the delivery side too (Docker images, k8s on GCP, Cloudflare, CI&#x2F;CD, rollbacks). The last two years of that included LLM features people actually use, not demos: retrieval pipelines, agent workflows, a voice sales bot, and the eval harness that keeps a non-deterministic pipeline honest with a golden set and step traces.Looking for contract or full-time, and I prefer work scoped to deliverables over seat time. I invoice from Nepal as an independent contractor. If you want to read code before replying: a queue-weighted max-pressure traffic signal controller validated on real junction footage (github.com&#x2F;kafle1&#x2F;relay), and a single-camera cricket LBW review tool (github.com&#x2F;kafle1&#x2F;pocket-drs).

Location: Timisoara, RomaniaRemote: YesWilling to relocate: Yes, within the EUTechnologies: TypeScript&#x2F;JavaScript, Python, Go, NestJS, FastAPI, PostgreSQL, React, React Native, Angular, Docker, Git&#x2F;GitHub; AI Agent DevelopmentRésumé&#x2F;CV: <a href="https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;1Pj1FH00uBbqJG7z0FEmvmjyC70646A1e&#x2F;view" rel="nofollow">https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;1Pj1FH00uBbqJG7z0FEmvmjyC706...</a>Email: vladelinschii05@gmail.comI&#x27;m a Computer Science student at the West University of Timișoara, graduating in 2027, looking for a junior backend&#x2F;full-stack role or internship.Recently built Nexus, a platform for monitoring alarms and events from sensor infrastructure. Webhook ingestion and deduplication, real-time dashboards, email alerts, and incident discussions to help engineers investigate incidents. Built with Go, Python&#x2F;FastAPI, React, PostgreSQL, and Docker.I also contributed to the backend and UI&#x2F;UX of Splito, a bill-splitting app that placed 3rd out of 30 teams at ITFest 2025.I&#x27;m looking for a team with experienced engineers, thoughtful code reviews, and opportunities to take on responsibility as I develop my skills. I enjoy backend development, investigating how systems work, and building useful applications.I practice coding outside work without AI to keep the base and fundamentals up-to-date.Github: <a href="https:&#x2F;&#x2F;github.com&#x2F;biscuitdelicious" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;biscuitdelicious</a>

Startup-minded Senior Full-Stack Developer &#x2F; Hands-on Technical Product Lead (TypeScript, React, Angular, Next.js, NestJS, Tailwind) with 10+ years of experience in EU&#x2F;US startups and enterprises across fintech, e-commerce, KYC, and climate tech. Front-end&#x2F;UI focused but full-stack capable. Built and launched products from 0→1, including AI-powered SaaS. Led engineering teams of 5+ engineers. Thrive in async-first remote teams; comfortable working EST hours. Fluent in Japanese, intermediate German.<pre><code> Location: Prague, Czech Republic (EU)
 Remote: Yes (preferred)
 Relocation: No, open to occasional onsite visits
 Tech: TypeScript, React, Angular, Next.js, RxJS, NgRx, SCSS, Nx, NestJS, NativeScript, Tailwind, CI&#x2F;CD, REST, MongoDB, PostgreSQL, Jest
 AI-Assisted Engineering &amp; Productivity: Claude Code, OpenAI Codex, spec-driven development workflows, AI-assisted prototyping, AI-enhanced code review, RFC&#x2F;spec generation, AI feature integration.
 Email: oletrn@gmail.com
</code></pre>
Résumé&#x2F;CV: <a href="https:&#x2F;&#x2F;www.linkedin.com&#x2F;in&#x2F;otyurin&#x2F;" rel="nofollow">https:&#x2F;&#x2F;www.linkedin.com&#x2F;in&#x2F;otyurin&#x2F;</a>

Location: Seoul, South KoreaRemote: Yes (remote only)Willing to relocate: NoTechnologies: Languages — C, JavaScript&#x2F;TypeScript, Python, Java. Full-stack — React, React Native, Next.js, Node.js, NestJS, Express, FastAPI, Django, Spring. Systems&#x2F;Realtime — WebAssembly (Emscripten, SIMD, SharedArrayBuffer), Node native addons (node-gyp, N-API), Electron, WebSocket, Socket.io. ML — TensorFlow, PyTorch. Infra — AWS, GCP, Docker, GitHub Actions, nginx, MySQL, MongoDB, Redis. AI agent orchestration.Portfolio: <a href="https:&#x2F;&#x2F;ssogi.com" rel="nofollow">https:&#x2F;&#x2F;ssogi.com</a>Email: ssogi@ssogi.comSystems&#x2F;Full-Stack Engineer — Native C&#x2F;JS Bridges, Real-Time Rendering, AI Agent Orchestration (Seoul, South Korea)11 years, mostly as the entire engineering org at small companies. Built a commercial
eye-tracking product end to end at ReadersEye: wrote the C-library-to-JavaScript native
addon myself (Tobii&#x27;s C SDK bridged through a Node addon into an Electron&#x2F;React desktop
client), and compiled the same vision pipeline to WebAssembly (SIMD, SharedArrayBuffer
zero-copy) for a browser version rendering real-time gaze heatmaps and scanpaths at 30fps.
The backend was NestJS on MySQL&#x2F;MongoDB&#x2F;Redis, deployed on AWS, with a dedicated
Socket.io&#x2F;WebSocket service for real-time delivery and a FastAPI service scoring reading
performance from gaze data. More recently I built a multi-agent AI orchestration platform
I run from my phone, local-first, with a small team living in it now.Comfortable across C, JavaScript&#x2F;TypeScript, and Python. Writing is where I&#x27;m strongest
— most of my collaboration for the past decade has been async and written, so I work
well with distributed, async-first teams.

Location: Taiwan (GMT+8) — work within EU business hours, evening overlap with US West CoastRemote: Remote onlyWilling to relocate: NoTechnologies: TypeScript, NestJS, React, React Native, Ruby on Rails, StimulusJS, PostgreSQL, Tailwind, Git, HerokuRésumé&#x2F;CV: <a href="https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;1Xy3IrCV_aZx0-rtZL8B3XrwT052ibqvI&#x2F;view?usp=drive_link" rel="nofollow">https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;1Xy3IrCV_aZx0-rtZL8B3XrwT052...</a>Email: yuhruhgrape@gmail.comI spent nine years as a process and R&amp;D engineer in materials manufacturing, watching critical production data live and die in unversioned Excel files. I retrained as a software engineer to build the systems that should have existed. Currently full-stack at Downshift (part-time, TypeScript&#x2F;NestJS&#x2F;React Native) — part-time by design, so I&#x27;m free to move full-time. Available from October.- Replaced a legacy Excel-based dataset with a Rails 8 + PostgreSQL application — schema design, data migration, and real-time dashboards replacing manual report assembly.- Shipped Gemini-backed pipelines for two production problems: automated i18n across 3 locales, and structured extraction of medical data from uploaded images.- Built auth from scratch, including OmniAuth for Google, GitHub, and LINE.

<pre><code> Location: Tokyo
 Remote: Yes
 Willing to relocate: Yes
 Technologies: TypeScript, React, Next.js, Vue, Node.js&#x2F;NestJS, PostgreSQL, Docker.
 Résumé&#x2F;CV: https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;1Kk7NF3r6_m3Gs3CFSNhjwI7dj-xcTkUN&#x2F;view?usp=sharing
 Email: doganrmzn40@gmail.com
</code></pre>
Frontend-focused Full-stack Engineer with 2.5+ years of experience. I build data-heavy web applications and complex automation systems.GitHub: <a href="https:&#x2F;&#x2F;github.com&#x2F;ramazandogna" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;ramazandogna</a>

This is why I like NestJS&#x27;s swagger integration which derives your spec from class-validator payload constraints and some endpoint decorators, if&#x2F;as those change it updates automatically.

OpenAPI spec is lying to you


  [![Backers on Open Collective](https://opencollective.com/nest/backers/badge.svg)](https://opencollective.com/nest#backer)
  [![Sponsors on Open Collective](https://opencollective.com/nest/sponsors/badge.svg)](https://opencollective.com/nest#sponsor)

## Description

Nest is a framework for building efficient, scalable [Node.js](http://nodejs.org) server-side applications. It uses modern JavaScript, is built with  [TypeScript](http://www.typescriptlang.org) preserves compatibility with pure JavaScript and combines elements of OOP (Object Oriented Programming), FP (Functional Programming), and FRP (Functional Reactive Programming).

Under the hood, Nest makes use of [Express](https://expressjs.com/), but also, provides compatibility with a wide range of other libraries, like e.g. [Fastify](https://github.com/fastify/fastify), allowing for easy use of the myriad third-party plugins which are available.

## Installation

```js
$ npm install
```

## Getting Started

Setting up a new project is quite simple. With npm installed, you can create a new Nest project with the following commands in your OS terminal:

```js
$ npm i -g @nestjs/cli
$ nest new project-name
```

## Running the app

```js
# development
$ npm run start

# watch mode
$ npm run start:dev

# production mode
$ npm run start:prod
```

## Test

```js
# unit tests
$ npm run test

# e2e tests
$ npm run test:e2e

# test coverage
$ npm run test:cov
```

## Support

Nest is an MIT-licensed open source project. It can grow thanks to the sponsors and support by the amazing backers. If you'd like to join them, please [read more here](https://opencollective.com/nest).

## Stay in touch

- Website - [https://nestjs.com](https://nestjs.com/)
- Twitter - [@nestframework](https://twitter.com/nestframework)

... More content comming soon ...

NestJS News

News From: hn.algolia.com

Redora, a Redis SDK for NestJS

An MCP server that lets coding agents query your NestJS API's OpenAPI contract

Redora 0.3.1 – Redis application toolkit for NestJS

A CLI that deploys your Express/NestJS app to your own AWS or Azure – no IaC

The Mistake That Cost Me a Year