Observability-First Expansion Brief 2026-05-04

Objective

Execute the next wiki content-expansion batch with Agent Observability as the first priority lane.

Priority Order

agent-observability hardening and source-grounded expansion
schema-driven development around python-moc, pydantic, and pydantic-fastapi-agents
hardware-aware-inference deepening
telephony / voice-agent coverage

Why Observability Goes First

agent-observability already exists and is clearly underdeveloped relative to its graph importance.
Observability compounds across multiple active clusters: ADK, orchestration, evaluation, Anthropic, and OpenAI/Symphony.
This is a hardening lane, not a taxonomy lane, so it fits the current conservative direction.
It improves an existing routing surface rather than starting from a narrow new capability area.

Recommended First Batch

1. Harden the Existing Hub

Expand agent-observability so it does more than define the term. It should become a routing surface that explains:

the main observability layers for agent systems
tracing vs. logging vs. evaluation vs. replay
where ADK, Anthropic, and orchestration notes fit into that picture
when a reader should start there instead of a framework-specific note

2. Add Source-Grounded Support

If the raw corpus supports it cleanly, add one bounded literature note focused on agent observability / tracing / telemetry conventions rather than broad platform marketing.

3. Wire the Graph

Ensure the expansion is linked into:

adk-moc
agentic-frameworks-moc
agent-evaluation
framework notes that explicitly mention tracing, callbacks, runtime monitoring, or operational debugging

Secondary Batch

After observability, deepen schema-driven development by strengthening the relationship between:

python-moc
pydantic
pydantic-fastapi-agents
MCP / tool-schema generation patterns

Prefer additive synthesis and routing guidance over new taxonomy or schema invention.

Constraints

Keep the current frontmatter ecology intact: type, status, literature, permanent, fleeting
Treat author and sources list-shape normalization as separate schema work, not part of this content batch
Maintain MOC coverage for any new notes