01
START HERE
Find the repeatable task
Choose work that is frequent, bounded, and safe to review — not a vague goal like “run my whole business.”
Now ↗
Track 02 / Automate
Multi-agent
AI workflows.
Design small, observable systems that handle repeatable work — while you keep the context, judgment, and final say.
WORKFLOW / OBSERVABLEv0.1
01BRIEFWhat are we solving?
02RESEARCHGather useful signal
03DRAFTShape a first pass
04HUMAN REVIEWKeep the judgment
05OUTPUTReady for your next move
Your first practical win
Map one repeatable
creator workflow.
Do not start by building a swarm of agents. Start with one task you repeat, write down the handoffs, and decide where a human should check the work.
TRIGGERNew ideaA clear question enters the system.
AGENT TASKGather inputsCollect sources, examples, or notes.
HUMAN CHECKApprove directionYou verify relevance and accuracy.
HANDOFFCreate the draftOnly the approved brief moves forward.
The learning path
Build systems
you can inspect.
Automation is useful when you can understand what it did, why it did it, and where to intervene.
02
NEXT
Define roles and handoffs
Give each agent one clear responsibility and name the exact information passed to the next step.
Locked
03
NEXT
Add checks before speed
Set review points for factual accuracy, tone, privacy, and anything that could affect another person.
Locked
04
NEXT
Measure the handoff, not the hype
Track time saved, corrections needed, and usefulness to decide whether the workflow deserves to grow.
Locked
Berdau guardrails
More autonomy
needs more clarity.
01Keep the scope small.
One bounded workflow is easier to test, improve, and trust.
02Make every handoff visible.
Inputs, outputs, and failure points should be understandable.
03Protect the human decision.
Agents can prepare options; people stay accountable for important choices.