Learning path
AI for backend developers
Be the AI expert in your job. Always up to date.
Your first AI Expert certificate this week. Your AI set up in 15 minutes.

This is exactly what happens after you join. Try it: everything below reacts to your choices.
Only stored for members. Join to keep the courses you choose in your account and favorites; until then only this browser remembers them. Start for Free
Picked by our course-matching AI for backend developers, your level and your AI, from 700+ courses. Each course ends in a short exam and an AI Expert certificate. New courses arrive every week and your suggestions update with them. Your choices are kept in this browser until you join.
For members: your personal setup prompt, with your sign-in built in. Here's what's inside.
What the setup does
- Connects your AI to your AI Coach: ChatGPT, Claude, Cowork, Microsoft Copilot and more
- Asks you a few questions about your work and saves your profile
- Gives your AI the skills, prompts and tools for backend developers
- Writes your personal instructions and gives you today's first suggestion
What your AI gets: the backend developer AI kit
See everything in your backend developer AI kit: log in or sign up first → · Start for Free
Like "Implement JWT Authentication Flow"
A new idea from your AI Coach every day
Let your AI inspect, query, and safely change SQLite databases, including Cloudflare D1 and Turso.
From 4,600+ connections, after a short interview about the apps you use
A reproduced bug with a proposed fix and a regression test
From 3,900+ AI agents: hand a whole task to AI
Keep code, APIs, and data in one place your team controls instead of scattered tools.
From 2,400+ apps you can build, with step-by-step prompts
Not connected? The same suggestions wait for you on your dashboard under Today, with prompts to copy into any AI.
All the courses, certifications, AI tools, connections and apps for backend developers, most relevant first. Tap the heart on anything to save it for later.
All prompt courses for backend developers
How to talk to AI, then 8 lessons with ready-to-use prompts for backend developers.
All video courses for backend developers
130 video courses our AI picked for backend developers, most useful first. Tap the heart to save one for later.
Favorites are saved to your account: sign in or get your AI kit first.
All certifications for backend developers
Every course ends in a short exam and an AI Expert certificate you can add to LinkedIn. Tap the heart to save the ones you're aiming for.
Favorites are saved to your account: sign in or get your AI kit first.
More certifications for backend developersAll AI tools for backend developers
24 AI tools our AI matched to the work of backend developers, best fit first. Each review shows what it does, its alternatives and the jobs it suits.
Favorites are saved to your account: sign in or get your AI kit first.
All connections for backend developers
Connections let ChatGPT, Claude or Copilot look things up and get work done in other apps, like your email, calendar or bookkeeping software. These 12 fit the work of backend developers best, well-known apps first.
Snyk Studio MCP server
by snykLets your AI run Snyk security scans on your code and show you the findings in plain chat.
SecurityDeveloper tools Official
Sentry MCP server
by getsentryLets your AI look up Sentry errors, issues and performance data and help you debug them.
Developer toolsNo install
Datadog MCP server
by TANTIOPELets your AI look up Datadog logs, traces, metrics, monitors and incidents for you in plain chat.
Semgrep MCP server
by semgrepLets your AI check code for security problems using Semgrep before you ship it.
SecurityDeveloper tools Official
Jira and GitHub MCP server
by TamarEngelLets your AI look up Jira issues and handle GitHub branches, commits, and pull requests for you.
Postgres MCP server
by crystaldbaLets your AI check your Postgres database health, find slow queries, and suggest indexes to speed things up.
Nhost MCP server
by nhostLet your AI read your Nhost database schema, run approved queries, and help with settings and migrations.
Developer tools Official
VS Code MCP server
by juehangLets your AI read, search, edit and check files inside your open VS Code workspace for you.
Logs Sieve MCP server
by Oluwatunmise-olatAsk your AI about your app logs in plain English and get back the exact entries and patterns.
rag-rat repo intelligence MCP server
by cq27-devLets your AI answer questions about your codebase and remember important facts about it.
Logfire MCP server
by pydanticLets your AI look up your app's logs, traces and metrics in Logfire and explain what it finds.
AnalyticsDeveloper tools Official
Litescope MCP server
by croc100Let your AI inspect, query, and safely change SQLite databases, including Cloudflare D1 and Turso.
All apps you can build for backend developers
Apps you build yourself with your own AI, no coding needed and no monthly fee. Our AI picked the 12 that fit the work of backend developers.
Backend code and API delivery workspace
Reduce tool sprawl and handoffs while keeping the codebase and data under the team's control.
Schema-linked SQL generation and repair console
Reduce query authoring and repair time while keeping execution under developer control.
Database index value experiment lab
Improve workload efficiency through reproducible tests.
Database migration rollback planner
Explicit rollback limits before deployment.
Live web data access layer for AI agents
Give agents and applications one owned API for search, scraping, crawling and structured extraction.
Webhook failure rehearsal kit
Exercise delivery uncertainty in a sandbox.
Database archive query bridge
Make infrequent historical questions cheaper to answer.
Vector search library and data stewardship console
Reduce the number of rented vector services while keeping one searchable, governed store of embeddings and metadata.
API-to-agent tool delivery workbench
Reduce hand-built integration work while keeping credentials and approvals under the owner's control.
Managed cloud app and backend workspace
Run and manage applications and their backend infrastructure in one owned workspace.
Visual backend API and AI workflow delivery workspace
Reduce tool sprawl while keeping backend logic, data and AI calls in one owned workspace.
Multi-model API routing and billing workspace
Reduce integration and operations work while keeping one owned gateway for model access.
About this learning path
7 topicsAI for backend developers: a practical working path
Backend work is mostly judgment: what to build, what to change, what to leave alone. AI is good at the first pass, the draft, the summary, and the search through unfamiliar code. The trick is knowing which parts to hand over and which parts to keep.
This path is built for working backend developers. It starts with the questions worth asking before you connect anything, then moves through the skills you already use daily, and finishes with prompts and short video courses chosen for this job.
Why AI matters for backend work now
The tools have gotten good at reading code, writing boilerplate, and explaining error messages. That changes how fast a first draft appears, whether it is a new endpoint, a migration, or a test file.
The work does not disappear. It moves toward review, design, and the parts that need a person who knows the system.
What the path includes
You start with setup questions and a short guide to connecting your AI tool to the way you work. Then come the skills for the job inside your AI, the eight prompt lessons, video courses picked for backend work, and the certifications attached to those courses.
How it saves you time
Most of the time comes back in the small loops: drafting an endpoint, reading a slow query plan, summarizing a long log file, or writing the first version of a test. None of these are the whole job, but together they add up across a week.
How it protects your career
The developers who do well with these tools are the ones who check the output and can explain why it is right. This path keeps you in that seat. You learn to ask for the reasoning, test the result, and keep security and privacy decisions in your hands.
How to start this week
Pick one lesson that matches something on your board right now. Run the prompt, compare the answer to what you would have written, and note where it helped. Then try a second lesson the next day.
Working with your team's rules
Every team has its own line about what can go into a prompt. Find out where yours is before you paste code or logs. The course covers this in the safety lesson, and the path keeps it in view throughout.
Frequently asked questions
Do I need to be an AI expert to start?
No. The path assumes you are comfortable with your normal backend tools and nothing more. You will learn the prompts and habits as you go, one lesson at a time.Will AI write my code for me?
It can write a first draft, and sometimes that draft is useful. You still decide what ships. The lessons focus on reviewing, testing, and improving what the tool gives you.How much time does the path take?
Most people move through it in short sittings between other work. The prompt lessons are quick to read and quick to try. The video courses are there when you want more depth on a topic.Is my company code safe to paste into these tools?
That depends on your company's rules and the tool's settings. The safety lesson walks through the questions to ask, and the path tells you to check with your team before sharing anything sensitive.
At a glance
What you get
- 3 step setup process
- Relevant courses for your job (700+ available)
- A certificate per course
- AI Coach
- 15-minute AI setup in ChatGPT, Claude, Copilot and more

























