Build(deps): Bump inquirer from 8.2.6 to 12.7.0#88
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--- updated-dependencies: - dependency-name: inquirer dependency-version: 12.7.0 dependency-type: direct:production update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com>
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Superseded by #97. |
joelteply
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May 31, 2026
…strate (L1-L5) Crystallizes the design discussion from 2026-05-31 around persona cognition memory architecture. Captures the unified frame the substrate has been growing toward. Five tiers analogous to the foundry's existing L1-L5 genome cache: - L1 RAG working memory (raw, model context window) - L2 engram cache (in-memory, compressed) - L3 longterm.db (persisted semantic engrams) - L4 forge (local LoRA adapter cache) - L5 grid (distributed gene pool) Lossy compression only at L1→L2 boundary. Working memory is verbatim; older data gets outlined-and-cached when it ages out. One always-on outline-and-cache tick per persona, yielding on CNS context-switch per RTOS-brain doctrine. Per-activity L1, shared L2+ — Algorithm 1's focus/periphery split generalized to per-activity instantiation. Recent-universal floor in periphery pool (top N msgs across all activities, N budgeted by model context size) guarantees cross-activity awareness without severance. Forgetting is intrinsic to L1 budget. Smaller models forget more in the moment but accumulate engrams at the same rate as bigger ones — long-term knowledge is model-size-independent. Novelty detection via embedding-space distance + magnitude: the hotdogs-at-a-tech-meeting canonical example shows how high-distance outliers get protected-until-ms grace windows and earn long-term retention via recall hits. Activity context save/restore via existing EngramKind::SelfReflection meta-engrams; no separate sidecar needed. The engram graph is the storage; SelfReflection is the type marker. Implementation slice scoped: Engram metadata fields (salience, access_count, last_accessed_ms, protected_until_ms) on Engram or RecallMetadata sidecar; outline-and-cache tick; L1 budgeter; decay + consolidation policies; cross-activity integration test. Related tasks: #88 (disk pressure as substrate concern), #89 (this design + implementation scoping). References: COGNITION-ALGORITHMS.md (existing 7 algorithms), BRAIN-REGIONS-SUBSTRATE.md (region trait, sleep-region cadence), GENOME-FOUNDRY-SENTINEL.md (parallel L1-L5 framework), memories source-drain-is-the-universal-pattern, RTOS-brain-no-region-on- hot-path, local-worktree-is-temp-dir. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
joelteply
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May 31, 2026
… + recording decorator (task #95) Slice 11. The mechanic-shop's lift + diagnostic gauges for RAG. Per Joel (2026-05-31): "We have often needed to see how a model would work to debug it. Within harness with real world rag." … "These things are complex machines. Make sure we can act as mechanics." Per memory persona-record-replay-is-a-product-requirement + existing LiveTurnReplayFixture infra — this slice wires capture for the RAG layer specifically. ### What ships persona/rag_capture.rs (~600 lines, 9 tests, all green): - **RagCaptureEvent** enum tagging each fact about a turn: TurnStart (context + budget request), BudgetAllocated (the allocator's decision), SourceDelivered (auto-emitted by the decorator after every deliver/deliver_continuation), TurnEnd. Every variant carries persona_id + optional turn_id for cross- event correlation. - **RagCaptureSink** trait — abstract recording surface. Synchronous `record(event)` keeps simple sinks simple; async sinks layer over it by spawning internally. - **NoopRagCaptureSink** — production-safe default. Drops events on the floor; zero overhead beyond a trait-object virtual call when capture isn't turned on. - **JsonlRagCaptureSink** — file-based, one JSON object per line, Mutex<File> for within-process atomic appends. Reopen-append semantics tested. Capture-failure-must-not-fail-cognition rule: serialize errors + write errors log via tracing::warn + drop; the substrate stays up. - **InMemoryRagCaptureSink** — buffers events in Mutex<Vec> behind a clone-able snapshot accessor. For tests + the upcoming golden-trace harness (slice 11.5). - **RecordingRagSource<S>** decorator wraps any RagSource + intercepts deliver / deliver_continuation. Records the call + result via the sink; returns the delivery unchanged. Drop-in around production sources. source_id() pass-through; behavior pass-through; only adds recording. ### Refactor cascade RagSourceBudget.source_id changed from &'static str to String to support serde Deserialize (captured budgets must roundtrip for replay). FlexboxRagBudgetAdapter's allocation HashMap key similarly changed; test budget() helper now uses .to_string(); sort_by tiebreak now borrows source_id by reference. All 15 existing rag_budget tests + 12 existing engram_source tests still pass (regression-free). ### Tests cargo test persona::rag_capture --features metal,accelerate exits 0, 9 tests: - noop_sink_drops_events_silently - in_memory_sink_records_and_exposes_events - jsonl_sink_writes_one_json_object_per_line (round-trip: records 2 events, reads file back, asserts both lines parse as the expected variants) - jsonl_sink_appends_across_reopens (close + reopen + write + re-read; both events accumulate) - recording_decorator_passes_through_delivery (wrapped source's items + source_id come through unchanged) - recording_decorator_records_each_deliver (one SourceDelivered event per deliver call, with budget + resolution captured) - recording_decorator_records_continuation_with_cursor (cursor field populated when continuation is recorded) - recording_decorator_records_persona_and_turn_id (cross-event correlation primitives work) - captured_event_serde_roundtrip (event roundtrips through JSON without losing variant discriminant) ### Doctrine alignment - substrate-is-a-good-citizen-on-the-host: NoopRagCaptureSink as default (opt-in capture, zero overhead); observability honest via per-source telemetry-grade events; failures log + drop rather than panic - RTOS-brain-no-region-on-hot-path: capture writes synchronous- after the source returns; off the cognition critical path - organization-purity-as-we-migrate: decorator pattern keeps RagSource impls untouched; clean no-backwards-compat seam; string-key refactor propagated atomically - source-drain-is-the-universal-pattern: captures are a source (accumulating events); slice 12 wires rotation policy as the drain - persona-record-replay-is-a-product-requirement: this slice implements the capture half of the long-standing requirement ### What's next - Slice 11.5: ReplayRagSource — reads captured deliveries from a sink, returns them instead of hitting live state. Symmetric to RecordingRagSource. Golden-trace harness uses this to replay captured turns against current substrate for regression detection. - Slice 12: PromptAssembly emits TurnStart + BudgetAllocated + TurnEnd around source.deliver calls; airc rag-inspect CLI reads JSONL traces; rotation policy under disk-pressure (#88). References: docs/architecture/EVERY-MODEL-INCLUDED-VIA-L1-BUDGET.md (the substrate's inclusivity thesis these captures make verifiable), memory persona-record-replay-is-a-product-requirement, the existing LiveTurnReplayFixture infra this complements. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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