Summary

v0.32 "Claude Agents Deep Integration" preparation. Surfaces every Anthropic Managed Agents primitive added under the managed-agents-2026-04-01 beta umbrella (Memory Stores, Multiagent coordinator, Outcomes, Webhooks), plus separate Agent SDK and Computer Use integrations, plus Sandcastle-side differentiators (Trajectory Replay, Skills publisher, Tool Search).

Built by 9 parallel subagents over Phase 1-3 workflow, then test-fixture-aligned to the audit PR #217.

What's in

Tier 1 - Wire fixes (1 commit)

• tools_enabled propagated to API (was ignored)
• temperature, max_tokens, thinking_budget on ManagedAgentConfig
• stream config field actually used
• Pricing table (Opus 4.7 / Sonnet 4.6 / Haiku 4.5)
• Fallback chain (list[str] up to 5)

Tier 2 - Anthropic primitives (5 modules, ~70 tests)

• Memory Stores client + attach_to_session_payload helper, /mnt/memory/ versioned, redact endpoint, 100kB / 8-store limits
• Multiagent coordinator + 3 pre-baked templates (research-and-write, code-review-and-test, analyst-with-translator)
• Webhooks subscriber + HMAC handler + FastAPI router for session lifecycle events
• Tool Search registry + 1-5 example convention + docs/tool-examples-convention.md
• Outcomes API client + composite aggregator (user.define_outcome events + span.outcome_evaluation_end capture)

Tier 3 - Differentiators (3 modules + Agent SDK alt runtime)

• Trajectory Replay step type with SHA-256 checksum + diff_trajectories + replay_score - leverages our audit-chain to make replays cryptographically verifiable
• Skills Publisher with tar.gz SKILL.md package + sandcastle publish-skills CLI - Sandcastle becomes an Anthropic Skills publisher
• Computer Use integration helper + safety pre-flight (computer-use-2025-11-24 beta)
• Agent SDK runtime as runtime: "agent-sdk" alternative (in-process, no Managed Agents infra needed)

Wiring (4 commits)

• New step types trajectory-replay and computer-use registered (VALID_STEP_TYPES 22 -> 24)
• managed-agent step accepts memory_stores, multiagent, outcomes config fields
• agent_webhooks router mounted in main.py
• sandcastle publish-skills [--upload] [--dir] subcommand
• runtime: "agent-sdk" dispatch in RUNTIMES registry

Dashboard

• Live "Agent Reasoning" panel with SSE event stream on RunDetailPage
• Supports 7 event types (thinking, tool_use, message, etc) + thread grouping + error states

Test counts

What's NOT in

• No version bump - this PR is "prep" because the audit PR chore: 2026 stack audit - SEO + deps + A2A v1.0 + retired models + MCP elicitation #217 went out first as v0.31.x foundation.
• No CHANGELOG / WhatsNew - those land with the v0.32.0 release commit.
• No PyPI publish - waiting for release sign-off.

Risk

Medium. The PR adds 24 new files + extends 5 existing core files (executor.py, dag.py, mcp_server.py, agent_runtime.py, main.py). Test coverage is high but full-suite pollution (#218) makes flake-vs-regression distinction harder. Architectural prerequisite PR #223 (StaticPool) lands separately.

How this rebases

Cleanly rebased on top of audit PR #217 (commit b244eda). Zero conflicts despite both PRs touching executor.py and generator.py - audit changes were small and orthogonal to the v0.32 wiring.

Follow-ups

After merge:

• v0.32.0 release commit (version bump + CHANGELOG + WhatsNew page)
• Build + twine upload + tag
• Site updates (homepage v0.31 -> v0.32, new Sandcastle Lite story)
• Cherry-pick fix(db): StaticPool for in-memory SQLite + module-cache reset between tests #223 (StaticPool) ahead of v0.32.0 if not already merged