Service Guides
Bridge Conversations to the Agent Team (Builders)
Bridge Microsoft Teams to the Agent Team
Stand up the msbridge service so a Teams mention dispatches a Kata session and the verdict posts back to the same thread.
Dispatch a Kata Session From a Teams Mention
Trace what happens between an `@Kata Agent` mention in Teams and the verdict reply posted back to the same thread.
Bridge GitHub Discussions to the Agent Team
Stand up the ghbridge service so a new discussion or comment dispatches a Kata session and the lead's replies post back to the same thread.
Resume a Recessed RFC When a Trigger Fires
Trace the suspend/resume contract — how a `recessed` verdict persists a trigger, accumulates replies, and re-dispatches with `resume_context` when the trigger condition is met.
Ground Agents in Context (Builders)
Traverse Knowledge and Search Semantically
Products that query relationships and search content without per-product stores — shared graph and vector gRPC services.
Answer Relationship Questions from a Product
Answer relationship questions from any product — triple patterns against the shared graph service, no join logic.
Search for Related Content from a Product
Find semantically related content from any product — shared vector service, no embeddings storage to manage.
Embed Text Using a Shared Service
Products that fetch embeddings without managing inference infrastructure — shared embedding gRPC service backed by Text Embeddings Inference.
Embed a Batch of Strings in One Call
Send a batch of input strings to the embedding service and read back vectors in order — one gRPC call, no per-input HTTP overhead.
Integrate with the Engineering Standard (Builders)
Query the Engineering Standard from Any Product
Products that access derived roles and profiles without embedding derivation logic — shared pathway gRPC service.
Fetch a Derived Role or Agent Profile
Get a derived role or agent profile without reimplementing derivation — pass coordinates to the pathway service, receive Turtle RDF.
Enable Agents on Every Surface (Builders)
Expose Backend Services as Agent Tools
Every gRPC endpoint becomes an agent tool from a single configuration file — no per-endpoint integration code.
Add a Service to the MCP Surface
A new gRPC service becomes agent-accessible with one registration — no integration code.
Prove Agent Changes (Builders)
Collect Trace Spans from Any Product
Products that emit trace spans without managing storage — shared trace gRPC service with a single collection point.
Send Spans from a Product
Trace spans emitted and immediately queryable — without managing storage infrastructure.
Looking for library-level utilities? See Library Guides. For product workflows, see Product Guides.