Why a practice-level page exists
Trademark notice
Where we go deeper
Stateful orchestration
Graphs, retries, tracing—see LangChain / LangGraph consulting.
Multi-agent coordination
Measurable coordination patterns—see AutoGen / AG2 delivery.
Experimental assistants
Isolation-first pilots—see OpenClaw deployment support.
How we keep programmes coherent
Control points—not autonomous sprawl
Tool permissions explicit
Allowed tools, rate limits, and human escalation paths per step.
Metrics before multi-agent
Coordination only where it delivers measurable value.
Maturity-aware SLAs
Experimental stacks get evaluation-first wording—not implied production guarantees.
Routing quick reference
Tool-specific question
Use the LangChain/LangGraph, AutoGen/AG2, or OpenClaw agency pages directly.
Full agents & orchestration thread
Start here—the practice umbrella—then narrow scope in discovery.
Broader self-hosted platform remit
When agents sit on owned inference and platform baselines, see open-source AI infrastructure as the org-level entry.
FAQ
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Is this a fixed stack?
No—scope follows your constraints; this page explains how the pieces fit.
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Replace architecture consulting?
No—it orients delivery; architecture remains bespoke.
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Experimental tooling?
Evaluation-first where maturity is unclear; no implied uptime guarantees.
Discuss agents & orchestration delivery
Honest scoping across runtimes, reviews, and operations.
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