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---
tags:
- research
- chatgpt
- services
---
**Tier 1 --- Must-Know Services**
=================================
These are the services I would expect most successful solo developers to know.
**Service** **Why it matters** **Worth learning?**
-------------------------- ------------------------------------ ---------------------
Vercel Frontend + serverless deployment ⭐⭐⭐⭐⭐
Neon Serverless PostgreSQL ⭐⭐⭐⭐⭐
Convex Backend-as-a-service with realtime ⭐⭐⭐⭐⭐
Upstash Redis + Queues + Rate limiting ⭐⭐⭐⭐⭐
Cloudflare Workers/R2/D1 Edge compute + storage ⭐⭐⭐⭐⭐
Clerk Authentication ⭐⭐⭐⭐⭐
Better Stack Logging + uptime ⭐⭐⭐⭐⭐
PostHog Product analytics ⭐⭐⭐⭐⭐
Sentry Error tracking ⭐⭐⭐⭐⭐
Resend Transactional email ⭐⭐⭐⭐⭐
Trigger.dev Background jobs ⭐⭐⭐⭐⭐
GitHub Actions CI/CD ⭐⭐⭐⭐⭐
**1. App Hosting & Deployment**
===============================
**Vercel**
----------
**What**
Deploy Next.js, React, Astro, Svelte, APIs, serverless functions.
**Why**
Still the easiest deployment experience.
**Free Tier**
Very generous Hobby tier for personal projects, including serverless functions, web analytics, image optimization, and Git integration.([[Vercel]{.underline}](https://vercel.com/docs/plans/hobby?utm_source=chatgpt.com))
**Best workflow**
GitHub → automatic deployments.
**Limitations**
Not ideal for heavy CPU workloads.
**Worth in 2026?**
Absolutely.
**Fly.io**
----------
**What**
Tiny VMs worldwide.
**Why**
Great when serverless isn\'t enough.
**Best workflow**
Background workers.
Persistent services.
Long-running APIs.
**Limitations**
More DevOps.
**Worth?**
Yes.
**Railway**
-----------
One of the simplest ways to deploy:
- PostgreSQL
- Redis
- Docker
- APIs
Very fast prototype platform.
**Coolify (self-host)**
-----------------------
Worth knowing if you later rent a VPS.
**2. Databases**
================
**Neon**
--------
**What**
Serverless PostgreSQL.
**Why**
Probably the best free SQL database today.
Free includes branching, autoscaling, and generous project limits.([[Neon]{.underline}](https://neon.com/pricing?utm_source=chatgpt.com))
Best workflow:
Backend\
+\
Prisma\
+\
Drizzle\
+\
Vercel
**Turso**
---------
SQLite at the edge.
Excellent for:
- personal tools
- edge apps
- AI agents
Much faster than people realize.
**Convex**
----------
Not just a database.
Entire backend.
Realtime.
Functions.
Authentication.
Reactive queries.
Worth learning because it replaces several services.
**MongoDB Atlas**
-----------------
Still useful.
Not as attractive as serverless SQL anymore.
**3. Vector Databases**
=======================
You already know:
- Pinecone
- Qdrant
Also learn:
**Weaviate Cloud**
------------------
Excellent hybrid search.
**Chroma Cloud**
----------------
Managed Chroma.
Great for RAG.
**Milvus (Zilliz Cloud)**
-------------------------
Good free tier.
More enterprise oriented.
**Turso + sqlite-vec**
----------------------
Surprisingly capable.
**4. File Storage**
===================
**Cloudflare R2**
-----------------
Probably the best overall.
No egress charges.
Excellent APIs.
**Cloudinary**
--------------
Excellent image transformation platform.
Free includes media management, transformations, CDN delivery, and monthly usage credits.([[Cloudinary]{.underline}](https://cloudinary.com/pricing?utm_source=chatgpt.com))
Best workflow:
Upload once
Automatically resize
Generate thumbnails
Convert formats
**Tigris Data**
---------------
One of the most underrated object storage providers.
Strong free tier.
No egress pricing has made it popular with solo builders. ([[Reddit]{.underline}](https://www.reddit.com/r/selfhosted/comments/1tcxb1b/services_with_actually_generous_free_tiers_for/?utm_source=chatgpt.com))
**Supabase Storage**
--------------------
Still excellent.
**5. Authentication**
=====================
**Clerk**
---------
Still my favorite.
Why?
- OAuth
- MFA
- Organizations
- User management
Almost zero backend code.
**Better Auth**
---------------
Open source.
Growing rapidly.
**Auth.js**
-----------
Excellent if using Next.js.
**WorkOS AuthKit**
------------------
Extremely generous.
Especially useful if you may eventually target enterprise customers.
**6. Analytics**
================
**PostHog**
-----------
Probably the best analytics platform.
Includes:
- feature flags
- experiments
- funnels
- session replay
Excellent free tier.
**Mixpanel**
------------
Still excellent.
Very mature.
**Umami**
---------
Privacy focused.
Simple.
**7. Monitoring / Logging**
===========================
**Better Stack**
----------------
Probably the best overall choice.
Includes:
- uptime
- incident alerts
- logs
**Grafana Cloud**
-----------------
Huge ecosystem.
Metrics
Logs
Tracing
Synthetic monitoring
Generous always-free observability tier with limited retention.([[Grafana Labs]{.underline}](https://grafana.com/pricing/?utm_source=chatgpt.com))
**Sentry**
----------
Still essential.
Error tracking.
Performance.
Replay.
**8. CI/CD**
============
**GitHub Actions**
------------------
Still king.
**Cloudflare Builds**
---------------------
Worth learning.
**CodeRabbit**
--------------
AI code review.
Huge productivity gain.
**9. Edge / Serverless**
========================
Besides Cloudflare:
**Deno Deploy**
---------------
Fantastic.
Simple.
Fast.
**Vercel Edge Functions**
-------------------------
Excellent.
**Netlify Edge**
----------------
Still relevant.
**10. AI APIs**
===============
These matter more than almost anything now.
**OpenAI**
----------
General reasoning.
**Anthropic**
-------------
Long-context reasoning.
Coding.
**Google Gemini API**
---------------------
Huge context.
Notebook workflows.
**Mistral**
-----------
Very affordable.
**Cohere**
----------
Retrieval.
Embeddings.
**Together AI**
---------------
One API
Hundreds of models.
**OpenRouter**
--------------
One endpoint
Many providers
Great for experimentation.
**Groq**
--------
Extremely fast inference.
Excellent free access for many workloads.
**Cerebras**
------------
Ultra-fast inference for supported models.
**Hugging Face Inference Providers**
------------------------------------
Gateway to many hosted OSS models without running them locally.
**11. Developer Productivity**
==============================
**Trigger.dev**
---------------
Background jobs.
Retries.
Scheduling.
One of the best services for replacing cron and queue infrastructure.
Free plan includes monthly credits, unlimited tasks, preview environments, and scheduling.([[Trigger]{.underline}](https://trigger.dev/pricing?utm_source=chatgpt.com))
**Inngest**
-----------
Alternative to Trigger.dev.
**Resend**
----------
Transactional email.
Fantastic developer experience.
**Novu**
--------
Notifications.
Email
SMS
Push
In-app
**Dub.co**
----------
Link shortening API.
Analytics.
**12. API Platforms**
=====================
**RapidAPI**
------------
Still useful.
**APILayer**
------------
Many utility APIs.
**Tavily**
----------
Search API built for AI agents.
**Firecrawl**
-------------
Website scraping.
Markdown extraction.
Excellent for AI workflows.
**Exa**
-------
Semantic search API.
**Hidden Gems**
===============
These deserve far more attention.
**Service** **Why**
-------------- -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Tinybird Real-time analytics APIs over ClickHouse with a production-grade free tier.([[Tinybird]{.underline}](https://tinybird-docs.vercel.app/docs/forward/pricing/shared-infrastructure?utm_source=chatgpt.com))
Tigris Object storage without egress fees
Trigger.dev Background jobs
Inngest Event-driven workflows
Convex Backend replacement
Better Stack Logging + uptime
Turso Edge SQLite
WorkOS Enterprise auth
Firecrawl AI web scraping
Exa AI-native search
**Free APIs Worth Bookmarking**
===============================
- OpenAI API
- Anthropic API
- Google Gemini API
- OpenRouter
- Together AI
- Groq
- Cerebras
- Tavily Search
- Exa Search
- Firecrawl
- Resend
- Cloudinary
- GitHub API
- Stripe API
- Discord API
- Slack API
- GitLab API
- Weather.gov (US)
- OpenStreetMap / Nominatim
- Open-Meteo
- ExchangeRate.host
**Best Free-Tier Stack (2026)**
===============================
For a solo developer with a weak laptop, I\'d recommend:
**Layer** **Choice**
----------------------- ------------------------------------------
Frontend Vercel
Backend Cloudflare Workers or Convex
SQL Database Neon
Vector DB Qdrant Cloud
Object Storage Cloudflare R2
Cache / Rate Limiting Upstash
Authentication Clerk
Email Resend
Background Jobs Trigger.dev
Analytics PostHog
Error Tracking Sentry
Logging / Uptime Better Stack
Observability Grafana Cloud
CI/CD GitHub Actions
AI Models OpenRouter + Gemini + Anthropic + OpenAI
Search Tavily + Exa
Web Scraping Firecrawl
**Nice-to-Have Services**
-------------------------
- Railway
- Fly.io
- Deno Deploy
- Netlify
- Turso
- Cloudinary
- Tinybird
- Mixpanel
- Novu
- Inngest
- WorkOS
- Dub.co
- Umami
- Coolify (for future self-hosting)
This stack minimizes local resource usage while covering hosting, databases, storage, authentication, AI, observability, and automation. It is also broadly aligned with what experienced solo founders report using successfully for low-cost production deployments in 2026. ([[Reddit]{.underline}](https://www.reddit.com/r/founder/comments/1uw4cxx/crossed_13k_this_month_and_heres_my_stack_mostly/?utm_source=chatgpt.com))
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