How agent tools route to six sub-agents
A flat list of 139 tools serves an agent worse than six domain specialists. Name the job so the router sends the turn to the right one first.
9 min read
Picking the chat model behind the agent
The chat model plans; the generate model renders. Change chat_model to pick the brain, and pin generate models separately when the clip has to match.
7 min read
Quick generate: skipping the conversation loop
POST /quick-generate runs one image or video generate without chat memory. Use it for scripted one-shots; keep /chat for anything that has to remember a brief.
7 min read
The separate limiters behind agent and social calls
Agent chat, generation and social posting sit on separate counters. Size each stage against its own limiter so a publishing 429 cannot stall generation.
9 min read
When the agent picks the wrong sub-agent
Misrouting is usually ambiguous phrasing, not a broken agent. Word the first sentence so only one of the six domains can claim the job.
9 min read
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