Multi-Agent Software Development
Splitting work across several specialised agents can improve results, but it also adds coordination risk. In this workshop you design a multi-agent workflow for software tasks, with roles such as planner, implementer, tester and reviewer. You run it on your own repository, measure whether it beats a single agent, and decide where humans must approve.
Request without obligation- Duration
- 1 day
- Level
- Advanced
- Format
- Remote or on-site, English or German
- Group size
- Up to 12 participants per trainer
Who it is for
- Senior developers and architects
- Teams experienced with single coding agents
- Tech leads exploring orchestration patterns
What your team will be able to do
- Decide when multiple agents add value over a single agent
- Define roles, inputs and outputs for each agent
- Pass context between agents without losing information
- Add verification steps and human approval gates
- Evaluate cost, speed and quality against a single-agent baseline
Agenda
- When multi-agent helpsTypical patterns such as planner and implementer, parallel workers and independent reviewers, and their failure modes.
- Role and hand-off designWriting precise role instructions and structured hand-off formats between agents.
- Building a workflowImplementing a simple orchestration with the tools your team already uses.
- Verification and gatesTests, independent review agents and approval points before changes are merged.
- EvaluationComparing the workflow with a single-agent baseline on the same task, including effort for humans.
- Operating it in a teamLogging, cost control and when to simplify a workflow that has grown too complex.
Prerequisites
- Solid experience with at least one coding agent
- Programming skills in your project language
- A repository and a task suitable for the experiment
Why apprat.io workshops
- Taught by practising AI Code Engineers
- Your repositories or a sandbox project
- AI speed, human responsibility: review, security and governance included
- ISO 9001 & ISO/IEC 27001 certified processes
- Follow-up office hours after 30 days
Request without obligation
Tell us about your team and goals. We reply within one business day with a tailored agenda and a quote – free and without obligation.
24/7 call support in English & German:
+49 761 519 751 50
Frequently asked questions
Is multi-agent always better?
No. Often a single well-instructed agent is enough, and we show how to measure the difference.
Do we need to write code for orchestration?
Some exercises use lightweight scripting or built-in subagent features, depending on your tools.
What about cost?
Multiple agents use more tokens. We discuss how to estimate and limit this, without quoting specific prices.
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