Key Takeaways — Fowara

Name: Fowara LLC
Address: Sandy Springs, GA, 30328, US
Price range: $$$

stop_reason is the loop's only legitimate terminator — parsed text, iteration caps, and "a text block appeared" are all heuristics that fail in specific, namable ways.
Hub-and-spoke preserves observability; direct subagent-to-subagent communication destroys it. Duplication, gaps, and overly-narrow decomposition are three distinct failure shapes with three distinct fixes.
Subagents inherit nothing — context has to be placed explicitly in every prompt, every time, in a structured format that preserves attribution.
If a single violation is unacceptable, it cannot live in the prompt. Hooks and prerequisite gates give guarantees; prompt wording gives probabilities.
Decomposition strategy follows from whether the subtask set is knowable up front (pipeline) or only discoverable along the way (adaptive).
Staleness, not "how much context is available," decides between resuming and starting fresh.