Django Admin–style panel for NestJS (TypeORM/Prisma, filters, actions)

Production practices around a NestJS service

Location: Ulaanbaatar, Mongolia (UTC+8)
Remote: Yes, worldwide. Comfortable async, overlap with US East mornings and EU afternoons.Willing to relocate: Open to it for the right roleTechnologies: TypeScript, Node&#x2F;Express, NestJS, React, Next.js, Python, FastAPI, PostgreSQL (pgvector, Apache AGE, RLS), Prisma, Docker, GitHub Actions, Kafka, Redis, LLM integration (Claude tool calling, RAG, agents)Résumé&#x2F;CV: <a href="https:&#x2F;&#x2F;www.linkedin.com&#x2F;in&#x2F;temuulen-bayanmunkh-304a93267&#x2F;" rel="nofollow">https:&#x2F;&#x2F;www.linkedin.com&#x2F;in&#x2F;temuulen-bayanmunkh-304a93267&#x2F;</a>Email: temuulen.developer@gmail.comFull-stack engineer, about 3 years in, looking for a remote role at a small team where I can own things end-to-end.GitHub: <a href="https:&#x2F;&#x2F;github.com&#x2F;TemuulenBM" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;TemuulenBM</a>

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

Location: Vancouver, BC, CanadaRemote: YesWilling to relocate: Open to discussing relocation for the right roleTechnologies: Python, TypeScript, JavaScript, React, Next.js, Node.js, NestJS, FastAPI, Flask, PostgreSQL, MySQL, Redis, Docker, AWS, Azure, Linux, C#, Go, SQL, AI agents, LLM workflows, RAG, backend systems, full-stack product engineeringRésumé&#x2F;CV: <a href="https:&#x2F;&#x2F;coderi.sh" rel="nofollow">https:&#x2F;&#x2F;coderi.sh</a>GitHub: <a href="https:&#x2F;&#x2F;github.com&#x2F;rishit-singh" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;rishit-singh</a>Email: [rsrishitsingh@gmail.com](mailto:rsrishitsingh@gmail.com)Full-stack &#x2F; AI systems engineer with 7 years of software experience across ERP systems, genomics tooling, B2C AI agents, and startup platforms. I’ve built production systems involving agent orchestration, FastAPI&#x2F;NestJS services, Postgres schemas, Redis streams, Dockerized infrastructure, React&#x2F;Next frontends, and internal tooling for complex workflows.Recently, I’ve been working as a founding engineer &#x2F; senior generalist on AI-heavy startup systems: backend architecture, frontend product flows, real-time agent UX, data modeling, infra, and product execution. I’m strongest where the problem is ambiguous, the system is messy, and someone needs to turn it into something real, shipped, and maintainable.Looking for full-stack, backend, AI engineer, founding engineer, or systems-heavy product engineering roles. Open to contract or full-time.

Memora | Founding Engineer | REMOTE (EU, 4h overlap with CET) | Full-time | Senior IC salary + meaningful founding equityWe&#x27;re a 5-person startup building software for cemetery &amp; public-records management: municipalities managing data for real families. Broad, hands-on IC role with real product and infra ownership.Stack: NestJS&#x2F;TypeScript, PostgreSQL + PostGIS, MikroORM, Inngest · React + TanStack Query, MapLibre + PMTiles · React Native + Expo · AWS (ECS Fargate, RDS, S3, Bedrock, WAF) + Terraform · Grafana&#x2F;Sentry · QGIS&#x2F;GeoPackage geospatial.You: 8+ yrs production, full-stack TS, owned a Terraform&#x2F;AWS stack (not just consumed one), strong relational DB fundamentals, comfortable with no playbook. Bonus: PostGIS, RN&#x2F;Expo, RLS&#x2F;multi-tenancy, LLM, B2B&#x2F;B2G.We lean hard on AI tooling and expect you to: but the bar is human-reviewed, well-tested code; &quot;the model said it worked&quot; isn&#x27;t a defence. Remote by design, quarterly offsites.Apply here: <a href="https:&#x2F;&#x2F;zrec.eu&#x2F;E0KZN" rel="nofollow">https:&#x2F;&#x2F;zrec.eu&#x2F;E0KZN</a>

Ask HN: Who is hiring? (June 2026)

Location: São Paulo, BrazilRemote: YesWilling to relocate: NoTechnologies:
TypeScript, JavaScript, Node.js, NestJS, Express, React, Next.js, Python, PostgreSQL, MongoDB, RabbitMQ, SQS, AWS, Kubernetes, Docker, GitHub Actions, Microservices, DDD, Hexagonal Architecture, Event-Driven Systems, AI&#x2F;LLMs, AWS Bedrock, RAG, OCR, OpenTelemetry, GrafanaSoftware Engineer with 5+ years of experience building backend systems, cloud-native applications, microservices, and AI-powered solutions.Recently worked on large-scale platforms involving Kubernetes migrations, distributed file processing pipelines, RabbitMQ&#x2F;SQS messaging, observability, CI&#x2F;CD, and AWS infrastructure (EKS, Lambda, RDS, S3, EventBridge, Step Functions, Bedrock).Strong background in TypeScript and NestJS, with experience designing scalable architectures, workflow engines, serverless systems, document-processing pipelines, and generative AI solutions using RAG and OCR.Previously delivered projects involving government platforms, fintech&#x2F;credit systems, energy-tech products, workflow automation, and cloud migrations. Comfortable owning projects end-to-end, from architecture and implementation to production support and incident resolution.Résumé&#x2F;CV: <a href="https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;19G9rlRmniGfqsw7kyqNCzKMdBuKPcZhr&#x2F;view?usp=drivesdk" rel="nofollow">https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;19G9rlRmniGfqsw7kyqNCzKMdBuK...</a>
LinkedIn: <a href="https:&#x2F;&#x2F;br.linkedin.com&#x2F;in&#x2F;lucas-hage-7b33bb194" rel="nofollow">https:&#x2F;&#x2F;br.linkedin.com&#x2F;in&#x2F;lucas-hage-7b33bb194</a>
GitHub: github.com&#x2F;hage9998Email:
lucashage1995@gmail.com

Second Nature | Staff Software Engineer (Engineering AI Team), Staff Software Engineer, Senior Software Engineer, Engineering Manager | REMOTE (US) | Full-timeSecond Nature (<a href="https:&#x2F;&#x2F;secondnature.com" rel="nofollow">https:&#x2F;&#x2F;secondnature.com</a>) is redefining professional property management with fully managed Resident Benefits Packages. We&#x27;re a Resident Experience Platform helping 1,000+ property management companies automate resident onboarding, credit-building, renters insurance, utilities, and other resident services, creating &quot;Triple Win&quot; experiences for residents, property managers, and investors.We&#x27;re the only 7-time national NARPM vendor of the year!Tech Stack: TypeScript, React, Next.js, NestJS, PostgreSQL, Kubernetes, Terraform, AWS. CI&#x2F;CD with GitHub Actions. Domain-driven design and event-driven architecture.Culture: We move fast (&quot;Pirate Ship, Not a Cruise Ship&quot;), take extreme ownership, and focus on outcomes. We&#x27;re investing heavily in AI across our product and workflows, including a dedicated AI team.Benefits: 100% remote (US), medical&#x2F;dental&#x2F;vision, 401K, open PTO, equity.Open Roles:Staff Software Engineer, Engineering AI Team ($150K-$180K) - High-agency IC building agentic AI dev workflows; the team ships 100% of its software with AI coding agents like Claude Code.<a href="https:&#x2F;&#x2F;www.secondnature.com&#x2F;careers?ashby_jid=ce8bb758-f58a-4800-8a6d-dff88c82ea50&amp;utm_source=6ML3p9g4Gm" rel="nofollow">https:&#x2F;&#x2F;www.secondnature.com&#x2F;careers?ashby_jid=ce8bb758-f58a...</a>Staff Software Engineer ($150K-$190K) - Senior IC setting technical direction across teams while staying hands-on in the codebase.<a href="https:&#x2F;&#x2F;www.secondnature.com&#x2F;careers?ashby_jid=9bc8e6af-d2bf-4754-b910-467eff1cb32c&amp;utm_source=69mPoZXlmO" rel="nofollow">https:&#x2F;&#x2F;www.secondnature.com&#x2F;careers?ashby_jid=9bc8e6af-d2bf...</a>Senior Software Engineer ($155K-$185K) - Full-stack across the platform: TypeScript, Python, SQL, CI&#x2F;CD.<a href="https:&#x2F;&#x2F;www.secondnature.com&#x2F;careers?ashby_jid=6b92e266-4491-4474-adce-25e1a196e00d&amp;utm_source=6Q73pXrRDe" rel="nofollow">https:&#x2F;&#x2F;www.secondnature.com&#x2F;careers?ashby_jid=6b92e266-4491...</a>Engineering Manager - Player&#x2F;coach: lead 5-10 engineers, drive architecture decisions, and ship production code.<a href="https:&#x2F;&#x2F;www.secondnature.com&#x2F;careers?ashby_jid=6ac49e4d-9541-41c0-b523-2eafd8206c92&amp;utm_source=0eyXPYvP3E" rel="nofollow">https:&#x2F;&#x2F;www.secondnature.com&#x2F;careers?ashby_jid=6ac49e4d-9541...</a>

Location: Islamabad, PakistanRemote: YesWilling to relocate: NoTechnologies:TypeScript, JavaScript, Node.js, Express.js, Nest.js, PostgreSQL, Next, React, AWS, Docker, Github Actions, i18n, Bash,
XState, Redux, React Query, i18n, Pixi.js, Playwright, React Native, React Query, Zustand, Redux Toolkit, Analytics (GA&#x2F;Posthog)Résumé&#x2F;CV:<a href="https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;10LHzomIugE5C_o3W5ftWdC_9qUrbLgmQ&#x2F;view?usp=sharing" rel="nofollow">https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;10LHzomIugE5C_o3W5ftWdC_9qUr...</a>Email: danishali0051@gmail.comYes I Do AI assisted development with my Pal Cursor, sometimes Claude Code too.If you&#x27;re looking for an engineer who builds performant web applications, secure and scalable APIs, and reliable CI&#x2F;CD pipelines that keep deployments running, THEN YOU ARE LOOKING FOR ME!.Hi, I am Danish, Full-stack engineer with 6 years of experience building production ready applications using React, Next.js, Vue, Nuxt, TypeScript, Node.js, and NestJS &amp; PostgreSQL. Experienced with Docker, AWS, and CI&#x2F;CD pipelines using GitHub Actions.

Location: Jacksonville, FL, USRemote: Yes (preferred)Willing to relocate: Yes (if needed)Technologies:Backend: Python (FastAPI, Django), Node.js (NestJS, Express), .NET, REST &amp; GraphQL APIs, WebSockets, Microservices Architecture, Event-Driven Systems
(RabbitMQ, Kafka), API Integration (Stripe, Social Media APIs), Authentication (OAuth2, JWT, RBAC)Frontend: React, TypeScript, Next.js, Tailwind CSSDatabase &amp; ORM: MySQL, PostgreSQL, MongoDB, Redis, Prisma ORM, DrizzleAWS &amp; Azure: AWS (ECS, Lambda, API Gateway, S3, SQS, Step Functions, CloudFormation, SageMaker, Bedrock), Azure (AKS, Azure Functions)DevOps &amp; Observability: Docker, CI&#x2F;CD (GitHub Actions, Jenkins), Terraform, Kubernetes, CloudWatch, GrafanaAI &amp; Automation: LLM Integration, Agent Frameworks, RAG Pipelines, MCP Integrations, Prompt Engineering, Conversational AI (Chatbots, Voice Agents)Practices &amp; Tools
Agile&#x2F;Scrum, Git, Jira, Claude Coderesume: <a href="https:&#x2F;&#x2F;1drv.ms&#x2F;b&#x2F;c&#x2F;ed9d41259c292ec8&#x2F;IQBAKCtBaSrWRIX1onyy87KBAV7GLvd-6TCSK8OePiDT7ME" rel="nofollow">https:&#x2F;&#x2F;1drv.ms&#x2F;b&#x2F;c&#x2F;ed9d41259c292ec8&#x2F;IQBAKCtBaSrWRIX1onyy87K...</a>Email: davidlang422@hotmail.comI enjoy taking products from &quot;we have an idea&quot; to &quot;customers are using it,&quot; 
Interested in startups, AI products, SaaS, developer tools, and teams that like shipping.

<pre><code> Location: Berlin, Germany
 Remote: Yes
 Willing to relocate: No
 Technologies: .Net, Java, Typescript, React, NestJS, SQL, Salesforce, AWS, Azure, Postgres, MSSql
 Résumé&#x2F;CV: https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;1as1FC9jfQXYXnySAKv7hq8PNoaursj37&#x2F;view
 Email: jobs@burnstreet.de</code></pre>
Fin-tech focused engineer with 20 years of development and 15 years of leadership experience. My focus is providing business and customer value via scalable and maintainable solutions.
I&#x27;d like to get more into infosec, just coming from a startup CTO position where I built an ISMS and achieved ISO27001 certification for easier integration with banks.
Looking for a staff engineer or hands on team lead position, contract or permanent

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
 APIs: OpenAI, Stripe, AssemblyAI, DeepL, Twilio, Discord
 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: Brazil (UTC-3)
Remote: Yes (remote only, US timezone overlap)
Willing to relocate: No
Technologies: Rust (Tokio, Axum, Tonic, WASM),Node.js&#x2F;NestJS&#x2F;TypeScript, React, PostgreSQL, Redis, RabbitMQ, Docker, AWS&#x2F;GCP, zk-SNARKs
Résumé&#x2F;CV: <a href="https:&#x2F;&#x2F;www.ovasylenko.com" rel="nofollow">https:&#x2F;&#x2F;www.ovasylenko.com</a>
Email: hello@ovasylenko.comBackend &amp; systems engineer, 18+ years. Two recent builds:
Rust — Solo-built Orch8 (orch8.io), a durable workflow orchestration engine. 2,400+ instances&#x2F;sec, &lt;3ms latency. 7 crates, 3 SDKs (Node&#x2F;Python&#x2F;Go), 200+ integrations, built-in LLM tool calling and ReAct agent loops.Node.js&#x2F;NestJS — Matching engine for a crypto exchange processing 4,000+ orders&#x2F;sec with sub-millisecond latency. Liquidity bots, candle engine, real-time WebSocket trading.Also: zk-SNARK wallet engine at Panther Protocol (cross-chain, UTXO model), micro-frontend migration at PropertyGuru (4 product teams). Led 15 engineers across 3 time zones.Looking for: Senior&#x2F;Staff Rust systems, backend architecture (Node.js or Rust), Web3&#x2F;protocol engineering, or AI infrastructure roles. I care about product ownership and shipping - not process theater.

<pre><code> Location: Brisbane, Australia
 Remote: Yes, or hybrid locally
 Willing to relocate: No
 Technologies: Node, TypeScript, MySQL, AWS, Express, NestJS, React&#x2F;Next.js, Jest&#x2F;Vitest, React testing, Kafka, C#&#x2F;.NET, Docker, Playwright, Linux, Git, Claude Code&#x2F;OpenCode
 Résumé&#x2F;CV: Available via email
 Email: hn [at] kirkeby.io
</code></pre>
Full-stack Engineer with 3+ years as Software Engineer in distributed software engineering teams. 6+ years of experience as a Test Analyst &#x2F; Test Manager working in software teams. With over 10 years of experience working in retail pharmacy, I have developed digital marketing, reporting, and customer engagement solutions for pharmacy clients and worked with large legacy applications with integrations across POS systems and data integrations.I&#x27;m seeking a full-time permanent role to further my career, and I&#x27;m open to pure front-end or pure back-end roles in addition to full-stack roles.

Location: Caraguatatuba, SP, Brazil (BRT &#x2F; UTC-3 — overlaps US East and full EU business hours)
Remote: Yes
Willing to relocate: No
Technologies: TypeScript, Node.js, Go, NestJS, Next.js, React, Redux, Electron, REST, WebSocket, PostgreSQL, SQLite, MySQL, Redis, AWS (EC2, ALB, RDS), GCP, Docker, Jest, Vitest, Playwright, Claude Code, Model Context Protocol (MCP), OpenAI API, Unreal Engine 5 (+ C++ plugins)
Résumé&#x2F;CV: <a href="https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;1tALwOqSIqgmj4ADhvFvgrsq8wkUMUSeJ&#x2F;view?usp=sharing" rel="nofollow">https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;1tALwOqSIqgmj4ADhvFvgrsq8wkU...</a>
Email: jessyka.alycia@gmail.comSenior fullstack engineer, 11+ years (mostly Node &#x2F; TypeScript; 3 years Go), 4+ years as Tech Lead &#x2F; CTO across remote-distributed teams. Shipped the first alpha of Sophia Forge solo in ~2 months — a local-first desktop game production app (Electron + NestJS + React) with 5,000+ tests across unit, e2e, and Playwright layers, 30 plugins, a bidirectional Unreal Engine 5 C++ integration, and an MCP-based AI surface. I work AI-native: I direct AI coding agents (Claude Code) on production code, gated by tests, typed contracts, and an LLM-as-judge step. Prior production work includes the UK Parliament real-time captioning platform and multi-provider speech-to-text systems (Twilio, Rev.ai, Deepgram, AssemblyAI). Open to: senior fullstack contract &#x2F; fractional engagements (immediate availability) or full-time roles where remote-from-Brazil works.

Location: Sylhet, BangladeshRemote: YesWilling to relocate: Open to discussionTechnologies: AWS (EC2, ALB, Route53), Azure, Kubernetes, Docker, ArgoCD, GitHub Actions, NestJS, Next.js, React, Angular, Node.js, MongoDB, PostgreSQL, Linux, BashRésumé: <a href="https:&#x2F;&#x2F;shafi.ddns.net&#x2F;Resume%20-%20Rayhan%20Aziz%20Chowdhury%20Shafi.pdf" rel="nofollow">https:&#x2F;&#x2F;shafi.ddns.net&#x2F;Resume%20-%20Rayhan%20Aziz%20Chowdhur...</a>Email: shafirayhan@proton.me

Location: Bangalore, IndiaRemote: YesWilling to relocate: YesTechnologies:<pre><code> - Languages &amp; Frameworks: Java, TypeScript, JavaScript, Python, Go, Spring Boot, NestJS, Fastify
 - Mobile &amp; Frontend: React, Next.js, React Native
 - Data &amp; Caching: MongoDB, PostgreSQL, MySQL, DynamoDB, Elasticsearch, Redis
 - Streaming &amp; Messaging: Kafka, Kinesis, SQS, SNS
 - AI &amp; ML Infrastructure: OpenAI APIs, RAG pipelines, Vector Databases, LLM agent frameworks
 - Cloud &amp; Infrastructure: AWS, Kubernetes
</code></pre>
Résumé&#x2F;CV: <a href="https:&#x2F;&#x2F;vivg.net&#x2F;resume" rel="nofollow">https:&#x2F;&#x2F;vivg.net&#x2F;resume</a>Email: mail@vivg.netSummary: Engineering leader with 18 years building and scaling consumer platforms and SaaS products. Currently lead a 50+ engineering org at Licious, owning the consumer charter across mobile, web, and 25+ backend services. Earlier built and grew engineering teams at Thena.ai (Lightspeed-backed), Unacademy, and Flipkart.

Location: Munich, GermanyRemote: Yes (open to remote, hybrid, or onsite)Willing to relocate: Yes — within Germany, or to Australia or USATechnologies: TypeScript, C#, Rust, Python, C++. Distributed systems and
event-driven microservices — Kafka, RabbitMQ, MQTT, gRPC, GraphQL, Actor
Model, CQRS, CRDTs. Data infra — TDengine, PostgreSQL, MongoDB, Redis,
Elasticsearch, Qdrant, SIMD&#x2F;AVX. .NET&#x2F;ASP.NET Core, Node.js&#x2F;NestJS,
React&#x2F;Next.js&#x2F;React Native. Kubernetes, Docker, Terraform, Pulumi, AWS,
Azure, GCP, CI&#x2F;CD.Résumé&#x2F;CV: <a href="https:&#x2F;&#x2F;shafiqahmad.com" rel="nofollow">https:&#x2F;&#x2F;shafiqahmad.com</a>Email: ahmad2shafiq@icloud.com

Location: PakistanRemote: Yes (global, US timezones preferred)Willing to relocate: Open to it for the right role (needs visa sponsorship for on-site)Technologies: TypeScript, JavaScript (Node.js), Python, Go · NestJS, ExpressJS, Fastify, Go Gin, FastAPI, Flask · PostgreSQL, MongoDB, Elasticsearch, Redis, Kafka, AWS SQS · Docker, Terraform, AWS (EC2, RDS, S3, MSK, ElastiCache), GitHub Actions · OpenAI API, Amazon Bedrock, Tavily · GraphQL, gRPC, RESTRésumé&#x2F;CV: <a href="https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;1jlsZvt6VIjur4UEUf4dc2hbI3VRvdJ_h&#x2F;view" rel="nofollow">https:&#x2F;&#x2F;drive.google.com&#x2F;file&#x2F;d&#x2F;1jlsZvt6VIjur4UEUf4dc2hbI3VR...</a>Email: saad99u@gmail.comHi, I am Saad! Senior product engineer, 5+ years at early-stage product startups (Series A B2B marketplace and fintech, ~80 engineers). Joined as a junior and earned 4 promotions in 2.5 years. Cut AWS costs 84% ($6.4K to $1K&#x2F;mo). Shipped a production agentic AI procurement system that autonomously discovers suppliers and negotiates at zero headcount. Scaled REST APIs from 3.5K to 21K concurrent users with 89% latency improvement. Architected a cross-border multi-currency system with FX-rate-aware transactions. Led a 4-engineer team delivering 6 revenue-critical features. Built a shared Node.js SDK adopted across 7+ services cutting setup time by 70%. Also built fintech integrations.Looking for a founding&#x2F;senior engineer role where ownership, velocity, and keeping burn low actually matter.Linkedin&#x2F;Github is hyperlinked in the resume. Thanks!

BrightCore | Founding Engineer&#x2F;Generalist | Dublin, Ireland (Hybrid, 2 days&#x2F;wk) | Full-time | €58–65k + 1.0–1.5% equityWe&#x27;re a 3-cofounder gym&#x2F;fitness SaaS , closing a pre-seed. Hiring our first engineer to work on: - NestJS&#x2F;Postgres backend (~70%) - Coral, our WhatsApp agent for member retention (~30%)You&#x27;d be our first hire. Stack: NestJS, Prisma, Postgres, Next.js, Anthropic API, Meta WhatsApp Cloud API.Looking for: 2-4 yrs backend, comfortable shipping solo, genuine curiosity about LLMs &#x2F; retention modelling. ML hobbyist &gt; ML PhD for this role.Email: frankie@brightcore.ie ... short note: please state in the email that you are living in Ireland all other emails will be ignored + GitHub or one thing you&#x27;ve shipped.

Would love to see this benchmark tested on more perceivably LLM friendly frameworks&#x2F;ORM (e.g. is NestJS or Drizzle &#x2F; Kysely more performant than their choice of Sequelize) and more frontier model vs just GPT 5.2.Anyone read whether these tests include any validation loops? What happens if the models get back test failures, for instance? Understanding how many turns to hit full passing behavior suite would also be interesting. Great methodology in the study though.

Constraint Decay: The Fragility of LLM Agents in Back End Code Generation


  [![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)

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Django Admin–style panel for NestJS (TypeORM/Prisma, filters, actions)

Production practices around a NestJS service