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api — claudeexample session · council output captured 2026-09-24

should we put redis in front of postgres as a read cache? get the council on it

xen - council (MCP)(prompt: "Should we put Redis in front of Postgres as a read cache? Context: a typical web API on a single Postgres database…")

Convening three seats… (esc to interrupt)

degraded: false … +15 lines (ctrl+o to expand)

Three seats answered. The council leans against adding Redis now.

stancemodelverdictconf.
forglm-5.2a sound architectural decision for this workload7/10
againstgemini-3.1-pro-previewan expensive and premature architectural leap8/10
neutralgrok-4.7only after measurement shows the database is the bottleneck8/10

Synthesis gpt-6-astra: Do not commit to Redis yet. Approve a measured, narrowly scoped evaluation—not a default architectural rollout. …

see it run

+13 tools

three models argue, one reconciles

The Operator: a robot wired to four AI model nodes

[ 01 // tools ]

Sixteen tools in one server.

Your agent calls xen's tools directly. Six skills, coming soon, will tell it which tool fits the job.

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instruction files your agent reads

Skills, coming soon: pick one to see which tools it points your agent at

When to call xen, which tool, which model. Once built, it will point your agent at all sixteen of xen's tools.

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Reason and challenge

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  • consensusModels weigh in one at a time, with stances
  • thinkdeepOne strong model checks your investigation
  • challengeno model callYour agent re-examines a disputed claim

Review, debug and secure

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Utilities

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