What does a team need when every developer runs several agents?
By Soumen Sarkar · October 2026
Short answer: A team where every developer runs several agents needs four things: a record of decisions every agent can search, a brief for each agent before it changes code, a way to state assumptions without stopping, and a handoff whenever a session stops. Each one lets an agent keep going without pulling a person away from their other sessions.
What runs short when everyone runs several agents?
Attention. A developer can follow one session closely, maybe two. The others run on whatever they were told at the start and whatever they can find on their own.
If that is thin, an agent does one of two things. It guesses in silence, and its work is redone later. Or it stops and waits for its person, who is busy with another session. Both cost the team time, and both grow with every agent added.
What are the four things a team needs?
A record agents can search
Decisions with their reasons, standing rules and handoffs, written where every agent can find them by searching. An answer that lives only in a chat thread or one person's head is an answer no agent will find. This is the team record.
Context before the first edit
An agent about to change a part of the code should already know what is being changed there right now, what was decided, and what was tried and dropped. That is an area brief, and it is worth most when it arrives before the agent writes anything.
A way to keep going when something is unclear
Agents need standing permission to make a reasonable call, state it in one line, and carry on. The person who knows better corrects it later, without the session ever stopping. See should an agent assume or ask.
Work that explains itself when it stops
Every session ends somewhere: finished, interrupted, out of context. Whatever it leaves should say what is done, what is left, the next step and what to watch for, so someone else can continue without asking.
What does the gap look like in practice?
Two developers each run three agents on a store's product search. One agent is moving Search · lib/search to a new scoring function: text match times freshness, behind a flag until Friday. Another agent, started by the second developer, is asked to add typo tolerance.
Without a brief, the typo agent tunes its matching against the scoring function in the code today. On Friday the new function lands and the tuning is redone. With a brief, it sees the scoring change in progress and its plan, builds against the new function, and states one assumption: typo matches score at half the weight of exact matches. The developer who owns ranking sees that line, and either confirms it or corrects it to a third. Neither agent stopped.
What doesn't the team need?
It doesn't need an extra approval step, a meeting for each feature, or one person whose job is relaying context between sessions. Each of those adds a wait, and at this pace a wait is the most expensive thing a team can add.
How does Campfyrr provide these?
Campfyrr keeps the team's record and hands it out at the moments agents need it. In Claude Code that happens through hooks with nobody having to remember: a brief when a session starts, an area brief on first touch, a handoff when it stops. Other MCP clients reach the same record through the same tools.
Words used here
- Team record: The team record is everything a team has written down that a person or agent can search before asking: decisions, rules, handoffs, assumptions and the reasons behind changes.
- Area brief: An area brief is what a person or agent is told the first time they touch a part of the code: what's changing there now, what was decided, and what was tried.
- Assumption: An assumption is the best available answer to an unknown, stated and acted on, kept visible so anyone can correct it.
- Handoff: A handoff is what unfinished work carries for whoever continues it: what's done, what's left, the next step, and what to watch out for.
The principle behind this: Keep moving: The work never waits, and neither do we.
Move as one at agent speed. Nobody waits. Add Campfyrr to Claude: it briefs every agent before it touches the code, keeps assumptions and handoffs where the team can see them, and never takes your code (what it keeps).