https://core.symfonic.dev/ 2026-07-19 https://core.symfonic.dev/CHANGELOG/ 2026-07-19 https://core.symfonic.dev/FEATURES/ 2026-07-19 https://core.symfonic.dev/concepts/agent/ 2026-07-19 https://core.symfonic.dev/concepts/api-reference/ 2026-07-19 https://core.symfonic.dev/concepts/architecture/ 2026-07-19 https://core.symfonic.dev/concepts/autonomous-learning/ 2026-07-19 https://core.symfonic.dev/concepts/cache-tier-tradeoffs/ 2026-07-19 https://core.symfonic.dev/concepts/capabilities/ 2026-07-19 https://core.symfonic.dev/concepts/conversation-managers/ 2026-07-19 https://core.symfonic.dev/concepts/conversation-persistence/ 2026-07-19 https://core.symfonic.dev/concepts/cost-tracking/ 2026-07-19 https://core.symfonic.dev/concepts/deep-sleep-phases/ 2026-07-19 https://core.symfonic.dev/concepts/examples/ 2026-07-19 https://core.symfonic.dev/concepts/hard-lever-tools/ 2026-07-19 https://core.symfonic.dev/concepts/hierarchical-tenant-scope/ 2026-07-19 https://core.symfonic.dev/concepts/hms-budgets/ 2026-07-19 https://core.symfonic.dev/concepts/integration/ 2026-07-19 https://core.symfonic.dev/concepts/llm-timeouts/ 2026-07-19 https://core.symfonic.dev/concepts/memory/ 2026-07-19 https://core.symfonic.dev/concepts/model-providers/ 2026-07-19 https://core.symfonic.dev/concepts/model-routing/ 2026-07-19 https://core.symfonic.dev/concepts/model-tuning/ 2026-07-19 https://core.symfonic.dev/concepts/mongo-vector-search/ 2026-07-19 https://core.symfonic.dev/concepts/node-durability/ 2026-07-19 https://core.symfonic.dev/concepts/per-dispatch-model-resolver/ 2026-07-19 https://core.symfonic.dev/concepts/procedural-shadow-inheritance/ 2026-07-19 https://core.symfonic.dev/concepts/production-runbook/ 2026-07-19 https://core.symfonic.dev/concepts/react-loop-termination/ 2026-07-19 https://core.symfonic.dev/concepts/research-foundations/ 2026-07-19 https://core.symfonic.dev/concepts/role-models/ 2026-07-19 https://core.symfonic.dev/concepts/scaffold-runtime-app-not-package/ 2026-07-19 https://core.symfonic.dev/concepts/scorer-on-hot-path/ 2026-07-19 https://core.symfonic.dev/concepts/selective-metacognition-gating/ 2026-07-19 https://core.symfonic.dev/concepts/state-scope-mismatch/ 2026-07-19 https://core.symfonic.dev/concepts/streaming-events/ 2026-07-19 https://core.symfonic.dev/concepts/structured-output/ 2026-07-19 https://core.symfonic.dev/concepts/tool-call-policy/ 2026-07-19 https://core.symfonic.dev/concepts/v8-roadmap/ 2026-07-19 https://core.symfonic.dev/concepts/writing-tools/ 2026-07-19 https://core.symfonic.dev/concepts/examples/basic_agent/ 2026-07-19 https://core.symfonic.dev/concepts/examples/demo_app/ 2026-07-19 https://core.symfonic.dev/concepts/examples/e2e_basic_agent/ 2026-07-19 https://core.symfonic.dev/concepts/examples/full_demo/ 2026-07-19 https://core.symfonic.dev/concepts/examples/memory_agent/ 2026-07-19 https://core.symfonic.dev/concepts/examples/minimal_agent/ 2026-07-19 https://core.symfonic.dev/concepts/examples/real_agent/ 2026-07-19 https://core.symfonic.dev/concepts/examples/skill_agent/ 2026-07-19 https://core.symfonic.dev/concepts/examples/sub_agents/ 2026-07-19 https://core.symfonic.dev/concepts/examples/tool_agent/ 2026-07-19 https://core.symfonic.dev/guides/01-quickstart/ 2026-07-19 https://core.symfonic.dev/guides/02-memory-persistence/ 2026-07-19 https://core.symfonic.dev/guides/02-scaffold-a-project/ 2026-07-19 https://core.symfonic.dev/guides/03-streaming-and-callbacks/ 2026-07-19 https://core.symfonic.dev/guides/04-plugins-and-domains/ 2026-07-19 https://core.symfonic.dev/guides/05-production/ 2026-07-19 https://core.symfonic.dev/guides/06-lazy-tooling/ 2026-07-19 https://core.symfonic.dev/guides/07-attachment-extraction/ 2026-07-19 https://core.symfonic.dev/guides/07-intent-and-tool-routing/ 2026-07-19 https://core.symfonic.dev/guides/08-fabrication-detection/ 2026-07-19 https://core.symfonic.dev/guides/09-consolidation-and-deep-sleep/ 2026-07-19 https://core.symfonic.dev/guides/09-corpus-scrub/ 2026-07-19 https://core.symfonic.dev/guides/10-authored-skills/ 2026-07-19 https://core.symfonic.dev/guides/11-troubleshooting/ 2026-07-19 https://core.symfonic.dev/guides/12-state-predicate-preconditions/ 2026-07-19 https://core.symfonic.dev/guides/13-tool-call-dispatch-rewriter/ 2026-07-19 https://core.symfonic.dev/guides/14-production-adopter-pattern/ 2026-07-19 https://core.symfonic.dev/guides/15-mongo-atlas-vector-search/ 2026-07-19 https://core.symfonic.dev/guides/16-tool-output-offload/ 2026-07-19 https://core.symfonic.dev/guides/17-sub-agents/ 2026-07-19 https://core.symfonic.dev/guides/18-tool-call-steering/ 2026-07-19 https://core.symfonic.dev/guides/19-large-data-handling/ 2026-07-19 https://core.symfonic.dev/guides/20-subscription-oauth-providers/ 2026-07-19 https://core.symfonic.dev/guides/migrate-6x-to-7x/ 2026-07-19 https://core.symfonic.dev/guides/migrate-8x-to-9x/ 2026-07-19 https://core.symfonic.dev/guides/store-starter/ 2026-07-19 https://core.symfonic.dev/reference/ 2026-07-19 https://core.symfonic.dev/reference/SUMMARY/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/builder/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/config/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/conversation/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/domain/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/engine/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/factory/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/hygiene/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/observability/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/preflight_l1/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/scheduler/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/sessions/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/structured/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/transcript/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/types/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/warnings/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/attachments/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/attachments/errors/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/attachments/extractors/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/checkpointer/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/checkpointer/factory/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/checkpointer/serde/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/cli/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/cli/main/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/context/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/context/jit/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/context/protocol/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/context/stratified/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/budget_dep/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/dependencies/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/graph_maintenance_router/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/graph_router/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/memory_create_handlers/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/memory_create_helpers/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/memory_create_models/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/memory_create_router/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/metrics_router/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/router/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/tenant_privacy_export/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/fastapi/tenant_privacy_router/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/middleware/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/middleware/confidence/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/middleware/critic_gate/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/middleware/events/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/middleware/fabrication/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/middleware/fabrication_wiring/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/middleware/interrupt_minter/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/middleware/metacognitive/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/middleware/pause_token/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/middleware/pause_token_store/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/prompts/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/prompts/db_section/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/prompts/extraction_prompt/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/prompts/jit_manifest/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/prompts/stratigraphic/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/prompts/stratigraphic_layers/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/prompts/system_prompt/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/prompts/templates/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/subagents/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/subagents/registry/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/subagents/tool/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/subagents/types/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/triage/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/triage/intent/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/triage/lexicon/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/triage/tool_routing/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/agent/triage/wiring/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/cli/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/cli/components/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/cli/examples/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/cli/init/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/codex_provider/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/config/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/deps/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/events/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/force_resolver/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/graph/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/kimi_credentials/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/kimi_oauth_provider/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/models/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/oauth_provider/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/orchestration/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/presets/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/protocols/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/providers/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/resilience/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/roles/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/runtime/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/scope/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/state/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tool_interface/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tool_offload_gate/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tool_palette_resolver/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tool_result_ledger/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/usage/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/agents/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/agents/in_memory/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/agents/loader/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/agents/schema/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/callbacks/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/callbacks/base/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/callbacks/correction/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/callbacks/emit/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/callbacks/manager/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/callbacks/noop/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/callbacks/protocol/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/capabilities/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/capabilities/firecrawl/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/capabilities/openai_search/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/capabilities/protocols/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/contracts/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/contracts/callbacks/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/contracts/elicitation/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/contracts/errors/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/contracts/interrupt/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/contracts/resolvers/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/contracts/tool_policy/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/contracts/types/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/documents/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/documents/in_memory/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/documents/loader/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/documents/schema/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/documents/truncation/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/edges/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/edges/tool_condition/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/consolidation/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/durability_gate/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/entity_extractor/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/entity_extractor_llm/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/entity_extractor_spacy/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/models/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/phases/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/phases_entity/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/phases_episodic/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/phases_maintenance/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/phases_procedural_promotion/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/phases_semantic_merge/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/phases_synthetic/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/procedural_extractor/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/procedural_extractor_llm/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/promotion/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/learning/refiner/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/logging/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/logging/console/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/logging/protocol/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/nodes/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/nodes/context_injection/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/nodes/context_window/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/nodes/elicitation/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/nodes/interrupt/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/nodes/precondition_gate/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/nodes/react/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/audit/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/budget/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/budget_hydrate/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/budget_models/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/decorators/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/hooks/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/metrics/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/metrics_store/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/mongo_metrics_store/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/node_names/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/postgres_budget_store/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/postgres_metrics_store/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/pricing/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/observability/protocol/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/plugins/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/plugins/base/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/plugins/contribution/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/plugins/dispatcher/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/plugins/section/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/prompt/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/prompt/builder/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/prompt/caching/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/prompt/messages_cache/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/prompt/messages_cache_rolling/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/prompt/sections/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/skills/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/skills/filter/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/skills/formatter/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/skills/in_memory/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/skills/loader/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/skills/markdown_utils/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/skills/schema/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/streaming/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/streaming/citation_filter/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/streaming/event_processor/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/streaming/extraction_filter/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/streaming/transpiler/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/streaming/adapters/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/streaming/adapters/anthropic_adapter/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/streaming/adapters/openai_adapter/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/testing/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tools/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tools/agent_tools/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tools/ask_user/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tools/chart_tools/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tools/decorator/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tools/helpers/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tools/memory_tools/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tools/registry/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tools/skill_tools/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tools/streaming/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/tools/web_tools/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/utils/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/core/utils/compression/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/diagnostics/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/diagnostics/cli/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/diagnostics/result/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/diagnostics/runner/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/diagnostics/severity/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/diagnostics/checks/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/diagnostics/checks/check_chat_model_resolution/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/diagnostics/checks/check_consolidate_schedule/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/diagnostics/checks/check_embedding_provider/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/diagnostics/checks/check_lazy_tooling_orphan/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/diagnostics/checks/check_orchestrator_layers/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/diagnostics/checks/check_postgres_dsn/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/infra/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/infra/protocols/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/infra/trace/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/knowledge/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/knowledge/models/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/knowledge/protocols/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/knowledge/adapters/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/knowledge/adapters/chroma/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/dedup/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/durability/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/janitor/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/protocols/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/render/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/retraction/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/scope_isolation/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/types/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/warnings/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/_internal/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/_internal/extraction/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/_internal/extraction/service/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/_internal/llm/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/_internal/llm/response_parser/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/backends/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/backends/chroma/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/backends/in_memory/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/backends/mongodb/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/backends/pool/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/backends/postgres_graph/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/backends/postgres_vector/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/embeddings/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/embeddings/auto_embed/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/embeddings/factory/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/graph/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/graph/scoring/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/graph/store/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/graph/traversal/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/layers/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/layers/episodic/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/layers/prospective/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/layers/semantic/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/layers/working/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/layers/procedural/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/layers/procedural/catalog/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/layers/procedural/layer/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/layers/procedural/router/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/models/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/models/context/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/models/edge/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/models/entry/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/models/node/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/models/operation/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/orchestrator/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/orchestrator/config/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/orchestrator/factory/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/orchestrator/orchestrator/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/prompts/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/retrieval/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/retrieval/discovery/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/retrieval/engine/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/retrieval/filters/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/retrieval/spreading/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/telemetry/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/telemetry/episodic_sink/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/working/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/memory/working/stm_summary/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/observability/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/observability/tool_span_seam/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/observability/otel/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/observability/otel/attributes/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/observability/otel/callback_bridge/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/observability/otel/exporter/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/observability/otel/framework_bridge/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/observability/otel/propagation/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/observability/otel/tracer/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/tools/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/tools/hydrate_context/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/tools/learning/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/tools/recall_tool_result/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/tools/corpus_scrub/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/tools/corpus_scrub/patterns/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/tools/corpus_scrub/scrubber/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/tools/mcp/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/tools/mcp/models/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/tools/mcp/protocol/ 2026-07-19 https://core.symfonic.dev/reference/symfonic/tools/mcp/provider/ 2026-07-19