Communication becomes a control in agent-heavy teams.

Video caption

Communication becomes a control in agent-heavy teams.

Source, change, proof, uncertainty and owner.

Remove the original chat before the next handoff.

My rule: Human attention goes to unresolved authority.

#EricFieldNotes

Full written post / accessibility read

When one agent drafts, another reviews and a third summarizes for a manager, information may be compressed at each handoff. Even if every message sounds coherent, the final recommendation can lose the source requirement, test environment or unresolved owner decision. That is an operational design risk, not a claimed measured failure rate.

Tie the packet to the artifact hash and real readbacks. Put the reason and authority for the change beside what actually changed. Distinguish a local test from a deployed result. Name what remains untested and the person who may accept it. The next agent can retrieve this compact contract rather than a huge chat history.

Have a separate reviewer reconstruct the release/no-release decision from the packet and source links alone. Inject one late fact, such as a lagging consumer, and check whether the packet records the changed recommendation and why. If the reviewer invents context, inspect the missing field or evidence link.

Use a script to require the packet fields and version link, then ask a named owner to judge the unresolved product tradeoff. Do this because automation can preserve the shape of a handoff, while only evidence and accountable people can make its claims trustworthy. Keep the packet short enough to be read.

#EricFieldNotes

Four-beat scene transcript

1. Communication becomes a control in agent-heavy teams.

When one agent drafts, another reviews and a third summarizes for a manager, information may be compressed at each handoff. Even if every message sounds coherent, the final recommendation can lose the source requirement, test environment or unresolved owner decision. That is an operational design risk, not a claimed measured failure rate.

Visual: Summaries can shed the decision's premises.

2. Keep a durable five-field packet.

Tie the packet to the artifact hash and real readbacks. Put the reason and authority for the change beside what actually changed. Distinguish a local test from a deployed result. Name what remains untested and the person who may accept it. The next agent can retrieve this compact contract rather than a huge chat history.

Visual: Source, change, proof, uncertainty and owner.

3. Run a blind relay test.

Have a separate reviewer reconstruct the release/no-release decision from the packet and source links alone. Inject one late fact, such as a lagging consumer, and check whether the packet records the changed recommendation and why. If the reviewer invents context, inspect the missing field or evidence link.

Visual: Remove the original chat before the next handoff.

4. Gate decisions on evidence, not eloquence.

Use a script to require the packet fields and version link, then ask a named owner to judge the unresolved product tradeoff. Do this because automation can preserve the shape of a handoff, while only evidence and accountable people can make its claims trustworthy. Keep the packet short enough to be read.

Visual: Human attention goes to unresolved authority.

Research and claim limits

• OpenAI Agents SDK/Codex orchestration example (S07)
• Google Research, Towards AI as a Collaborative Partner (S155)
• NIST AI 600-1 Generative AI Profile (S79)

The examples identified as illustrative or simulated are design probes, not reported incidents. Vendor specifications do not establish workload performance.