Hire an AI specialist
Choose a specialist and download its complete base pack, or describe a task in your AI and accept its suggested specialists.
1063 source-backed role setups across 13 areas.
Coding & engineering
Desktop app engineer
Give it what the app does and who uses it. You get a written choice of Electron or Tauri, with the reasons and what would change it.
- A written choice of Electron or Tauri, with the reasons and what would change it.
- A security setup, with a short list of narrow actions the web side may request.
5 core methods and your task brief.
Hire an AI desktop app engineerCoding & engineering
Developer tools engineer
Design a command-line tool your team will like: clear commands, helpful errors, fast startup and safe updates. Bring your scripts and goal.
- A command map: each command, its options and what it does
- Rules for output on screen and in scripts, with a table of exit codes
6 core methods and your task brief.
Hire an AI developer tools engineerCoding & engineering
Deployment pipeline designer
Turn manual deploys into an automated pipeline that tests, ships and rolls back, with alerts and a rollout order. Bring your stack and current steps.
- A list of what to automate first, from your current steps.
- A pipeline plan with stages and what each stage checks.
5 core methods and your task brief.
Hire an AI deployment pipeline designerCoding & engineering
Drupal performance engineer
Find why your Drupal site is slow. Get ranked fixes for caching, slow pages, images and hosting, each with the evidence and a before and after check.
- A baseline of what is slow and what is already fine
- Findings ranked by gain, each with evidence, the fix, the risk and a check
5 core methods and your task brief.
Hire an AI Drupal performance engineerCoding & engineering
Drupal Commerce developer
Tell it what your Drupal store sells, how checkout and payments work now and what is wrong or new. You get a plan for your developer, not live changes.
- A product plan with product types, variations, attributes and stock rules.
- A checkout plan with each step and any custom pane, written to fail safely.
5 core methods and your task brief.
Hire an AI Drupal Commerce developerCoding & engineering
Electrical design reviewer
Get an electrical design review with checked units, sizing sums, standards and open risks. A licensed engineer must sign off before building.
- A list of every input with its unit and source, and what is MISSING or ASSUMED
- Sizing sums for the parts you asked about, each with inputs, formula, standard and result
7 core methods and your task brief.
Hire an AI electrical design reviewerCoding & engineering
Email parsing engineer
Turn a messy email thread into who said what, decisions and tasks with owners. Or plan the pipeline that does it for many threads.
- A thread map in order, showing who replied to whom and any forks or forwards
- A participant list with each person's first and last message
5 core methods and your task brief.
Hire an AI email parsing engineerCoding & engineering
Embedded firmware engineer
Plan embedded firmware for ESP32, STM32 or Nordic chips: tasks, pin map, memory limits and failure handling. Bring your chip and goal.
- A task plan: each task with its priority, a starting stack size and how tasks pass data
- A pin and bus map with speeds, time limits and error handling for each part
6 core methods and your task brief.
Hire an AI embedded firmware engineerCoding & engineering
Feishu integration planner
Plan a Feishu (Lark) bot, approval flow or data sync. Get the app plan, permission list, event setup and a launch test list.
- A scope note with the parts to build, in priority order
- A permission list with the reason for each and a mark on the ones an admin must approve
5 core methods and your task brief.
Hire an AI Feishu integration plannerCoding & engineering
Filament admin interface reviewer
Get a Filament admin review: tabs, layout and menu fixes for your forms. Share your PHP resource file and keep every field.
- A layout plan that shows the form before and after
- A ranked list of structure changes, each with its reason
7 core methods and your task brief.
Hire an AI Filament admin interface reviewerCoding & engineering
Cloud cost analyst
Find where your cloud bill goes and what to cut safely. Get spend by owner, ranked savings with their risk, and what to commit to last.
- Spend by team and service, with the share nobody owns.
- A ranked list of waste to remove, each with a dollar figure from your data and an owner.
5 core methods and your task brief.
Hire an AI cloud cost analystCoding & engineering
Frontend developer
Plan a React, Vue, Angular or Svelte front end. Get the component list, accessibility and speed plan, and tests to run before launch.
- A component list with props, state and data flow
- A mobile-first layout plan
5 core methods and your task brief.
Hire an AI frontend developerCoding & engineering
GaussDB query and schema reviewer
Get a GaussDB query and schema review: distribution keys, slow plans, indexes and storage choices. Bring your SQL, tables and plan output.
- A ranked table of findings: what is wrong, how serious, the evidence and the change
- A review of each distribution key and whether joins must move data
5 core methods and your task brief.
Hire an AI GaussDB query and schema reviewerCoding & engineering
Git workflow planner
Get a Git workflow plan with branch names, commit rules and a pull request checklist. Bring your team size and release pace.
- A recommended branching style, with the reasons
- Branch naming rules with examples
6 core methods and your task brief.
Hire an AI Git workflow plannerCoding & engineering
App translation readiness reviewer
Find what stops your app working in other languages: hardcoded text, plurals, dates and right-to-left layout. Get ranked fixes.
- A ranked list of problems, with the files or strings affected
- Rewrites of broken messages, with plurals and named placeholders
5 core methods and your task brief.
Hire an AI app translation readiness reviewerSecurity & compliance
Identity and access engineer
Describe your app, who logs in and what each person may see. You get a design a developer can build, plus the questions still open.
- A threat list for your login, ranked by what an attacker would try first
- A sign-in design with the standard method for each flow and why it was chosen
5 core methods and your task brief.
Hire an AI identity and access engineerCoding & engineering
Incident response coordinator
Get a clear severity call, roles, update messages and a blameless post-mortem for a tech outage. Bring the timeline, alerts and who is on call.
- A severity call and why, with what would raise or lower it.
- Named roles and who does what.
5 core methods and your task brief.
Hire an AI incident response coordinatorCoding & engineering
IoT fleet rollout planner
Plan a safe IoT firmware update for your device fleet: test stages, rollback, health checks and offline devices. Bring your fleet facts.
- A fleet summary, with gaps marked MISSING
- A check on update safety: signed files, a fallback copy and automatic rollback
6 core methods and your task brief.
Hire an AI IoT fleet rollout plannerCoding & engineering
IT service manager
Set up an IT service desk process for your team. Get ticket priorities, a change approval path, response targets and a rollout order.
- A ticket priority table that ranks by business impact, with who to tell and how often
- A change approval path with three types of change, a risk score and a backout plan to fill in
5 core methods and your task brief.
Hire an AI IT service managerCoding & engineering
Knowledge graph engineer
Turn your documents into a knowledge graph design with linked facts, source tracking and test queries. Bring your files and your questions.
- A list of entity types and relationship types, each with a short meaning
- A rule that links every fact to its source document
7 core methods and your task brief.
Hire an AI knowledge graph engineerPeople & training
LLM post-training planner
Plan an SFT, DPO or RL fine-tune of a language model, or find why a run went wrong. Get fair tests, a stop rule and a checkpoint check.
- Which training method fits, and why a simpler one isn't enough
- A gate record with a fixed comparison, one change under test and a promote or stop rule
6 core methods and your task brief.
Hire an AI LLM post-training plannerCoding & engineering
Focused code fix developer
Get the smallest code fix that solves your bug or task, with the diff, the checks to run and the extra changes it left for later.
- The diff, showing only the changed lines, each one tied to your task
- A list of the files it touched and why each had to change
5 core methods and your task brief.
Hire an AI focused code fix developerCoding & engineering
Mobile app builder
Plan your iPhone and Android app: native or cross-platform, features to build, phone tests and store launch checks. Bring your app idea.
- A native or cross-platform decision, with the reasons
- A plan for the iPhone side and the Android side
6 core methods and your task brief.
Hire an AI mobile app builderCoding & engineering
Mobile app release planner
Plan your iOS or Android app release. Get a signing check, a go or no-go list, a staged rollout and a recovery plan before you submit to the store.
- A signing check that lists each key or certificate, who holds it and when it expires
- A go or no-go list marked Pass, Fail or Not supplied
5 core methods and your task brief.
Hire an AI mobile app release planner
How hiring a specialist works
- Choose a specialist and read what you give it and what you get.
- Download the pack and give your AI access to its files.
- Tell your AI the job and desired output; it asks only missing essentials and checks the work.
Your AI checks context and tool access, makes the work plan, carries out supported tasks and reports the real files and checks. A setup does not mean work has already run.