# Living profile > Every algorithm contract in this domain is listed with its position on the derivation loop, its intent and invariant, the flow it walks and its productions as a… Page: Ontology · Algorithms Canonical: https://banes-lab.com/ontology/algorithms#algorithms-domain-living-profile Listed in [Ontology · Algorithms](https://banes-lab.com/api/pages/ontology/algorithms.md), after [Pattern distillation](https://banes-lab.com/ontology/algorithms/algorithms-domain-pattern-distillation.md) and before [Governed plan loop](https://banes-lab.com/ontology/algorithms/algorithms-domain-governed-plan-loop.md). Every algorithm contract in this domain is listed with its position on the derivation loop, its intent and invariant, the flow it walks and its productions as a grammar. Each record also shows what it composes and is composed by, which forces and principles it answers to, what grounds it and what it grounds, and an exemplar where the record carries one. The diagram shows what composes what inside the domain. Relations diagram What composes what inside this domain. ```mermaid flowchart LR n_profile_compose["Profile Compose"] n_delta_capture["Delta Capture"] n_idempotent_merge["Idempotent Merge"] n_version_provenance["Version Provenance"] n_deterministic_merge_core["Deterministic Merge Core"] n_persistence_fork["Persistence Fork"] n_seed_composition["Seed Composition"] n_living_profile_kernel["Living Profile Kernel"] n_living_accumulation_concern[""] n_living_profile_kernel --> n_seed_composition n_living_profile_kernel --> n_delta_capture n_living_profile_kernel --> n_idempotent_merge n_living_profile_kernel --> n_version_provenance n_living_profile_kernel --> n_persistence_fork n_living_profile_kernel --> n_profile_compose n_living_accumulation_concern --> n_version_provenance n_living_accumulation_concern --> n_persistence_fork ``` ### Profile Compose - Domain: [living-profile](https://banes-lab.com/ontology/algorithms/algorithms-domain-living-profile.md) - Tier: [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md) - Stage: [orient](https://banes-lab.com/records/stage/orient.md) - Axis: [ontology](https://banes-lab.com/records/reasoning/axis-ontology.md) - Math type: [set-theory](https://banes-lab.com/records/reasoning/math-type-set-theory.md) - Yields: set | boolean Details Intent Specializing the RAG Knowledge Boundary, read the durable profile document (or an empty one), strip volatile metadata, and project a compact view injected into reasoning as retrieved memory rather than ground truth. Invariant Accumulated knowledge is disclosed as supported evidence, not authority; the consumer still grounds every use against live source. Flow ```text Store → ReadDoc|Empty → StripVolatileMetadata → CompactView → ContextInjection ``` Productions ```bnf ProfileCompose ::= "→" ( | ) "→" "→" "→" CompactKnowledgeView ::= "without" ContextEvidence ::= "disclosed_as_memory" "," "not_ground_truth" "," "reverifiable_against_source" ``` Composes [RAG Knowledge Boundary](https://banes-lab.com/records/algorithms/rag-knowledge-boundary.md) Composed by [Living Profile Kernel](https://banes-lab.com/records/algorithms/living-profile-kernel.md) Forces [modularity](https://banes-lab.com/records/force/modularity.md), [model_governance](https://banes-lab.com/records/force/model-governance.md), [event_messaging](https://banes-lab.com/records/force/event-messaging.md) Grounds none Before ```text Accumulated profile knowledge treated as ground truth, never re-verified. ``` After ```text profile store → read doc (or empty) → strip volatile metadata → compact view → injected as disclosed memory, reverifiable against source ``` How it is checked Checked by the merge core's determinism and idempotency checks, the provenance log, which records every version and the evidence behind it Population Every delta applied to the profile Freshness A verdict stands until a new turn produces evidence or the frozen baseline changes Refusal A delta without same-turn evidence is rejected, and the fallback mirror accepts no writes Observation The provenance log, which locates when and from what evidence each fact entered Evidence None, because the catalog states this check as a class, so a watched run belongs to each system that adopts it Authoritative side The same-turn evidence, which every delta cites, and the frozen baseline, which the mirror never overrides Depends on [RAG Knowledge Boundary](https://banes-lab.com/records/algorithms/rag-knowledge-boundary.md) Shape it refuses Not answered ### Delta Capture - Domain: [living-profile](https://banes-lab.com/ontology/algorithms/algorithms-domain-living-profile.md) - Tier: [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md) - Stage: [verify](https://banes-lab.com/records/stage/verify.md) - Axis: [verification](https://banes-lab.com/records/reasoning/axis-verification.md) - Math type: [logic](https://banes-lab.com/records/reasoning/math-type-logic.md) - Yields: boolean Details Intent Specializing the RAG Knowledge Boundary, accept a structured knowledge delta the reasoning turn self-reports inline, admit only facts verified within that same turn, and reject speculation without a separate extraction pass. Invariant A durable fact enters the profile only from evidence produced in the same turn; unsupported claims are rejected, never guessed into memory. Flow ```text StructuredTurn → KnowledgeDelta|Null → VerifiedThisTurnFilter → AdmissibleDelta ``` Productions ```bnf DeltaCapture ::= "→" ( | ) "→" "→" EvidenceFilter ::= "verified_this_turn" "→" "supported" | "unverified" "→" "unsupported_reject" AdmissibleDelta ::= ``` Composes [RAG Knowledge Boundary](https://banes-lab.com/records/algorithms/rag-knowledge-boundary.md) Composed by [Living Profile Kernel](https://banes-lab.com/records/algorithms/living-profile-kernel.md) Named in the derivation of [Living Profile Kernel](https://banes-lab.com/records/algorithms/living-profile-kernel.md) Forces [modularity](https://banes-lab.com/records/force/modularity.md), [model_governance](https://banes-lab.com/records/force/model-governance.md) Grounds none Before ```text A speculative claim written into durable memory without same-turn evidence. ``` After ```text structured turn → knowledge delta → keep only facts verified this turn → admissible delta; unverified rejected ``` How it is checked Checked by the merge core's determinism and idempotency checks, the provenance log, which records every version and the evidence behind it Population Every delta applied to the profile Freshness A verdict stands until a new turn produces evidence or the frozen baseline changes Refusal A delta without same-turn evidence is rejected, and the fallback mirror accepts no writes Observation The provenance log, which locates when and from what evidence each fact entered Evidence None, because the catalog states this check as a class, so a watched run belongs to each system that adopts it Authoritative side The same-turn evidence, which every delta cites, and the frozen baseline, which the mirror never overrides Depends on [RAG Knowledge Boundary](https://banes-lab.com/records/algorithms/rag-knowledge-boundary.md) Shape it refuses Not answered ### Idempotent Merge - Domain: [living-profile](https://banes-lab.com/ontology/algorithms/algorithms-domain-living-profile.md) - Tier: [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md) - Stage: [act](https://banes-lab.com/records/stage/act.md) - Axis: [formalization](https://banes-lab.com/records/reasoning/axis-formalization.md) - Math type: [computation](https://banes-lab.com/records/reasoning/math-type-computation.md) - Yields: procedure Details Intent Specializing the Idempotent Side Effect, assign each fact a stable identity, apply the delta per field kind, deduplicate and cap, and guarantee that re-applying the same delta yields the same document. Invariant Merge is idempotent and bounded — the same delta applied twice is a no-op, and no axis grows without limit. Flow ```text Doc + Delta → StableFactIdentity → PerFieldKindMerge → DedupeAndCap → MergedDoc ``` Productions ```bnf IdempotentMerge ::= "," "→" "→" "→" "→" FieldKind ::= "scalar_overwrite" | "set_union" | "list_append_dedupe_cap" DedupeAndCap ::= "dedupe_by_stable_identity" "," "cap_list_axis_to_limit" ``` Composes [Idempotent Side Effect](https://banes-lab.com/records/algorithms/idempotent-side-effect.md) Composed by [Living Profile Kernel](https://banes-lab.com/records/algorithms/living-profile-kernel.md) Named in the derivation of [Living Profile Kernel](https://banes-lab.com/records/algorithms/living-profile-kernel.md) Forces [state_transaction](https://banes-lab.com/records/force/state-transaction.md) Grounds none Before ```text Re-applying the same delta grows an axis and changes the document. ``` After ```text doc + delta → stable fact identity → per-field-kind merge{overwrite | union | append-dedupe-cap} → double-apply is a no-op ``` How it is checked Checked by the merge core's determinism and idempotency checks, the provenance log, which records every version and the evidence behind it Population Every delta applied to the profile Freshness A verdict stands until a new turn produces evidence or the frozen baseline changes Refusal A delta without same-turn evidence is rejected, and the fallback mirror accepts no writes Observation The provenance log, which locates when and from what evidence each fact entered Evidence None, because the catalog states this check as a class, so a watched run belongs to each system that adopts it Authoritative side The same-turn evidence, which every delta cites, and the frozen baseline, which the mirror never overrides Depends on [Idempotent Side Effect](https://banes-lab.com/records/algorithms/idempotent-side-effect.md) Shape it refuses Not answered ### Version Provenance - Domain: [living-profile](https://banes-lab.com/ontology/algorithms/algorithms-domain-living-profile.md) - Tier: [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md) - Stage: [commit](https://banes-lab.com/records/stage/commit.md) - Axis: [representation](https://banes-lab.com/records/reasoning/axis-representation.md) - Math type: [information-theory](https://banes-lab.com/records/reasoning/math-type-information-theory.md) - Yields: hash | novelty-score Details Intent Specializing Governance Evolution, detect whether the merge changed state, and only on real change bump the version, timestamp it, and append a modification record — leaving a no-op untouched. Invariant A no-op delta bumps nothing; every real change is auditable and reversible, and a version is never mutated in place without a provenance record. Flow ```text MergedDoc → ChangeDetect → (NoOp | VersionBump + Timestamp + ModificationRecord) → VersionedDoc ``` Productions ```bnf VersionProvenance ::= "→" "→" ( | ) ChangeDetection ::= "merged_equals_prior" "→" "no_op" | "merged_differs" "→" "versioned" VersionedOutcome ::= "," "," ModificationRecord ::= "at" "," "changed_axes" "," "prior_version" ``` Composes [Architecture Evolution Governance](https://banes-lab.com/records/algorithms/architecture-evolution-governance.md) Composed by [Living Profile Kernel](https://banes-lab.com/records/algorithms/living-profile-kernel.md), [](https://banes-lab.com/records/algorithms/living-accumulation-concern.md), [Versioned Turn Provenance](https://banes-lab.com/records/algorithms/versioned-turn-provenance.md) Named in the derivation of [Living Profile Kernel](https://banes-lab.com/records/algorithms/living-profile-kernel.md) Forces [security_governance](https://banes-lab.com/records/force/security-governance.md), [architecture_evolution](https://banes-lab.com/records/force/architecture-evolution.md) Grounds none Before ```text A version bumped and mutated in place even on a no-op merge. ``` After ```text merged doc → change detect → {no-op: untouched | real change: bump + timestamp + modification record} ``` How it is checked Checked by the merge core's determinism and idempotency checks, the provenance log, which records every version and the evidence behind it Population Every delta applied to the profile Freshness A verdict stands until a new turn produces evidence or the frozen baseline changes Refusal A delta without same-turn evidence is rejected, and the fallback mirror accepts no writes Observation The provenance log, which locates when and from what evidence each fact entered Evidence None, because the catalog states this check as a class, so a watched run belongs to each system that adopts it Authoritative side The same-turn evidence, which every delta cites, and the frozen baseline, which the mirror never overrides Depends on [Architecture Evolution Governance](https://banes-lab.com/records/algorithms/architecture-evolution-governance.md) Shape it refuses Not answered ### Deterministic Merge Core - Domain: [living-profile](https://banes-lab.com/ontology/algorithms/algorithms-domain-living-profile.md) - Tier: [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md) - Stage: [act](https://banes-lab.com/records/stage/act.md) - Axis: [formalization](https://banes-lab.com/records/reasoning/axis-formalization.md) - Math type: [computation](https://banes-lab.com/records/reasoning/math-type-computation.md) - Yields: procedure Details Intent Specializing the Deterministic Core, keep compose and merge pure functions over immutable inputs with the clock injected, so identical inputs reproduce identical outputs. Invariant No hidden time, state, or randomness — the clock is a parameter, and merge is referentially transparent. Flow ```text (Doc, Delta, Clock) → PureMerge → (Doc', Modification|Null) ``` Productions ```bnf ProfileMergeCore ::= "," "," "→" "→" ( "," ) PurityConstraint ::= "no_hidden_state" "," "no_hidden_time" "," "no_hidden_randomness" "," "referential_transparency" InjectedClock ::= "now_supplied_by_adapter" ``` Composes [Deterministic Core](https://banes-lab.com/records/algorithms/deterministic-core.md) Forces [correctness_verification](https://banes-lab.com/records/force/correctness-verification.md) Grounds none Before ```text Merge reads the wall clock internally, so identical inputs differ. ``` After ```text (doc, delta, injected clock) → pure merge → (doc', modification|null); no hidden time/state/randomness ``` How it is checked Checked by the merge core's determinism and idempotency checks, the provenance log, which records every version and the evidence behind it Population Every delta applied to the profile Freshness A verdict stands until a new turn produces evidence or the frozen baseline changes Refusal A delta without same-turn evidence is rejected, and the fallback mirror accepts no writes Observation The provenance log, which locates when and from what evidence each fact entered Evidence None, because the catalog states this check as a class, so a watched run belongs to each system that adopts it Authoritative side The same-turn evidence, which every delta cites, and the frozen baseline, which the mirror never overrides Depends on [Deterministic Core](https://banes-lab.com/records/algorithms/deterministic-core.md) Shape it refuses Not answered ### Persistence Fork - Domain: [living-profile](https://banes-lab.com/ontology/algorithms/algorithms-domain-living-profile.md) - Tier: [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md) - Stage: [act](https://banes-lab.com/records/stage/act.md) - Axis: [formalization](https://banes-lab.com/records/reasoning/axis-formalization.md) - Math type: [computation](https://banes-lab.com/records/reasoning/math-type-computation.md) - Yields: procedure Details Intent Specializing the Port Adapter, resolve the durable store by connection mode — an authoritative per-owner store when the trusted arm is connected, a read-only mirror otherwise — and write back only where accumulation is trusted. Invariant Authoritative accumulation happens only against the trusted store; the fallback is a read mirror, never a divergent source of truth. Flow ```text ConnectionMode → AuthoritativeStore|LimitedMirror → ScopedKey → Persist|MirrorReadOnly ``` Productions ```bnf PersistenceFork ::= "→" ( | ) "→" "→" ConnectionMode ::= "trusted_arm_connected" | "disconnected_limited" PersistenceOutcome ::= "persist_write_back" | "mirror_read_only" ScopedOwnerKey ::= "stable_owner_identity" "," "sanitized" ``` Composes [Port Adapter](https://banes-lab.com/records/algorithms/port-adapter.md) Composed by [Living Profile Kernel](https://banes-lab.com/records/algorithms/living-profile-kernel.md), [](https://banes-lab.com/records/algorithms/living-accumulation-concern.md) Forces [semantic_consistency](https://banes-lab.com/records/force/semantic-consistency.md), [resilience_recovery](https://banes-lab.com/records/force/resilience-recovery.md) Grounds none Before ```text Accumulation written to a fallback mirror, creating a divergent source of truth. ``` After ```text connection mode → {trusted arm connected: authoritative per-owner store, write back | disconnected: read-only mirror} ``` How it is checked Checked by the merge core's determinism and idempotency checks, the provenance log, which records every version and the evidence behind it Population Every delta applied to the profile Freshness A verdict stands until a new turn produces evidence or the frozen baseline changes Refusal A delta without same-turn evidence is rejected, and the fallback mirror accepts no writes Observation The provenance log, which locates when and from what evidence each fact entered Evidence None, because the catalog states this check as a class, so a watched run belongs to each system that adopts it Authoritative side The same-turn evidence, which every delta cites, and the frozen baseline, which the mirror never overrides Depends on [Port Adapter](https://banes-lab.com/records/algorithms/port-adapter.md) Shape it refuses Not answered ### Seed Composition - Domain: [living-profile](https://banes-lab.com/ontology/algorithms/algorithms-domain-living-profile.md) - Tier: [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md) - Stage: [orient](https://banes-lab.com/records/stage/orient.md) - Axis: [ontology](https://banes-lab.com/records/reasoning/axis-ontology.md) - Math type: [set-theory](https://banes-lab.com/records/reasoning/math-type-set-theory.md) - Yields: set | boolean Details Intent Specializing Canonical Data, overlay the accumulated knowledge onto the frozen baseline scope as additive context without mutating the baseline. Invariant The frozen baseline is an immutable source of truth; accumulated knowledge is additive context, never a rewrite of scope. Flow ```text FrozenBaseline + ComposedKnowledge → AdditiveOverlay → TurnSeed ``` Productions ```bnf SeedComposition ::= "," "→" "→" AdditiveOverlay ::= "baseline_immutable" "," "knowledge_appended_not_merged_into_baseline" TurnSeed ::= "," ``` Composes [Canonical Data](https://banes-lab.com/records/algorithms/canonical-data.md) Composed by [Living Profile Kernel](https://banes-lab.com/records/algorithms/living-profile-kernel.md) Named in the derivation of [Living Profile Kernel](https://banes-lab.com/records/algorithms/living-profile-kernel.md) Forces [semantic_consistency](https://banes-lab.com/records/force/semantic-consistency.md) Grounds none Before ```text Accumulated knowledge merged into the baseline, rewriting frozen scope. ``` After ```text frozen baseline + composed knowledge → additive overlay (baseline immutable) → turn seed ``` How it is checked Checked by the merge core's determinism and idempotency checks, the provenance log, which records every version and the evidence behind it Population Every delta applied to the profile Freshness A verdict stands until a new turn produces evidence or the frozen baseline changes Refusal A delta without same-turn evidence is rejected, and the fallback mirror accepts no writes Observation The provenance log, which locates when and from what evidence each fact entered Evidence None, because the catalog states this check as a class, so a watched run belongs to each system that adopts it Authoritative side The same-turn evidence, which every delta cites, and the frozen baseline, which the mirror never overrides Depends on [Canonical Data](https://banes-lab.com/records/algorithms/canonical-data.md) Shape it refuses Not answered ### Living Profile Kernel - Domain: [living-profile](https://banes-lab.com/ontology/algorithms/algorithms-domain-living-profile.md) - Tier: [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md) - Math type: [computation](https://banes-lab.com/records/reasoning/math-type-computation.md) - Yields: procedure Details Intent Compose the accumulated knowledge onto the frozen baseline into a seed, run the reasoning turn, capture the inline verified delta, merge it idempotently under an injected clock, version only real change, and persist against the fork — looping per turn. Invariant A living profile is a versioned, idempotently accumulated, provenance-logged memory that grows only from verified per-turn evidence and never overrides frozen scope or live source. Flow ```text Baseline → Compose → Seed → Turn → Delta → Merge(Clock) → Version → Persist → (next turn) ``` Productions ```bnf LivingProfileKernel ::= "→" "→" "→" "→" "→" "→" "→" KernelInvariant ::= "grows_only_from_verified_evidence" "," "never_overrides_frozen_scope" "," "never_overrides_live_source" "," "bounded_and_idempotent" "," "auditable_and_reversible" ``` Composes [Seed Composition](https://banes-lab.com/records/algorithms/seed-composition.md), [Delta Capture](https://banes-lab.com/records/algorithms/delta-capture.md), [Idempotent Merge](https://banes-lab.com/records/algorithms/idempotent-merge.md), [Version Provenance](https://banes-lab.com/records/algorithms/version-provenance.md), [Persistence Fork](https://banes-lab.com/records/algorithms/persistence-fork.md), [Profile Compose](https://banes-lab.com/records/algorithms/profile-compose.md) Forces [model_governance](https://banes-lab.com/records/force/model-governance.md) Principle [Versioning](https://banes-lab.com/records/architecture/versioning.md) Grounds [derivation-loop](https://banes-lab.com/ontology/reasoning/reasoning-loop-derivation-loop.md) Derivation map orient [Seed Composition](https://banes-lab.com/records/algorithms/seed-composition.md) verify [Delta Capture](https://banes-lab.com/records/algorithms/delta-capture.md) act [Idempotent Merge](https://banes-lab.com/records/algorithms/idempotent-merge.md) commit [Version Provenance](https://banes-lab.com/records/algorithms/version-provenance.md) Before ```text Per-turn evidence written to memory ungated, unbounded, unversioned. ``` After ```text compose → seed → turn → capture verified delta → idempotent merge (injected clock) → version only real change → persist against the fork → loop ``` How it is checked Checked by the merge core's determinism and idempotency checks, the provenance log, which records every version and the evidence behind it Population Every delta applied to the profile Freshness A verdict stands until a new turn produces evidence or the frozen baseline changes Refusal A delta without same-turn evidence is rejected, and the fallback mirror accepts no writes Observation The provenance log, which locates when and from what evidence each fact entered Evidence None, because the catalog states this check as a class, so a watched run belongs to each system that adopts it Authoritative side The same-turn evidence, which every delta cites, and the frozen baseline, which the mirror never overrides Depends on [Seed Composition](https://banes-lab.com/records/algorithms/seed-composition.md), [Delta Capture](https://banes-lab.com/records/algorithms/delta-capture.md), [Idempotent Merge](https://banes-lab.com/records/algorithms/idempotent-merge.md), [Version Provenance](https://banes-lab.com/records/algorithms/version-provenance.md), [Persistence Fork](https://banes-lab.com/records/algorithms/persistence-fork.md), [Profile Compose](https://banes-lab.com/records/algorithms/profile-compose.md) Shape it refuses Not answered ### - Domain: [living-profile](https://banes-lab.com/ontology/algorithms/algorithms-domain-living-profile.md) - Tier: [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md) - Meta record Details Intent → → → → → Invariant Any per-turn evidence stream becomes durable memory only when accumulation is idempotent, bounded, provenance-logged, deterministic at its core, and additive to an immutable baseline it may never rewrite. Flow ```text Evidence → Admissibility → IdempotentMerge → Provenance → Persistence → AdditiveOverlay ``` Productions ```bnf LivingAccumulationConcern ::= "→" "→" "→" "→" "→" IdempotentBoundedMerge ::= "stable_identity" "," "dedupe" "," "cap" "," "double_apply_is_no_op" ``` Composes [Version Provenance](https://banes-lab.com/records/algorithms/version-provenance.md), [Persistence Fork](https://banes-lab.com/records/algorithms/persistence-fork.md) Forces [state_transaction](https://banes-lab.com/records/force/state-transaction.md), [correctness_verification](https://banes-lab.com/records/force/correctness-verification.md), [streaming_dataflow](https://banes-lab.com/records/force/streaming-dataflow.md) Grounds none How it is checked Checked by the merge core's determinism and idempotency checks, the provenance log, which records every version and the evidence behind it Population Every delta applied to the profile Freshness A verdict stands until a new turn produces evidence or the frozen baseline changes Refusal A delta without same-turn evidence is rejected, and the fallback mirror accepts no writes Observation The provenance log, which locates when and from what evidence each fact entered Evidence None, because the catalog states this check as a class, so a watched run belongs to each system that adopts it Authoritative side The same-turn evidence, which every delta cites, and the frozen baseline, which the mirror never overrides Depends on [Version Provenance](https://banes-lab.com/records/algorithms/version-provenance.md), [Persistence Fork](https://banes-lab.com/records/algorithms/persistence-fork.md) Shape it refuses Not answered ## Links to - [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md) - [Orient](https://banes-lab.com/records/stage/orient.md) - [Ontology](https://banes-lab.com/records/reasoning/axis-ontology.md) - [Set Theory](https://banes-lab.com/records/reasoning/math-type-set-theory.md) - [RAG Knowledge Boundary](https://banes-lab.com/records/algorithms/rag-knowledge-boundary.md) - [Living Profile Kernel](https://banes-lab.com/records/algorithms/living-profile-kernel.md) - [Modularity](https://banes-lab.com/records/force/modularity.md) - [Model governance](https://banes-lab.com/records/force/model-governance.md) - [Event messaging](https://banes-lab.com/records/force/event-messaging.md) - [Verify](https://banes-lab.com/records/stage/verify.md) - [Verification](https://banes-lab.com/records/reasoning/axis-verification.md) - [Logic](https://banes-lab.com/records/reasoning/math-type-logic.md) - [Act](https://banes-lab.com/records/stage/act.md) - [Formalization](https://banes-lab.com/records/reasoning/axis-formalization.md) - [Computation](https://banes-lab.com/records/reasoning/math-type-computation.md) - [Idempotent Side Effect](https://banes-lab.com/records/algorithms/idempotent-side-effect.md) - [State transaction](https://banes-lab.com/records/force/state-transaction.md) - [Commit](https://banes-lab.com/records/stage/commit.md) - [Representation](https://banes-lab.com/records/reasoning/axis-representation.md) - [Information Theory](https://banes-lab.com/records/reasoning/math-type-information-theory.md) - [Architecture Evolution Governance](https://banes-lab.com/records/algorithms/architecture-evolution-governance.md) - [](https://banes-lab.com/records/algorithms/living-accumulation-concern.md) - [Versioned Turn Provenance](https://banes-lab.com/records/algorithms/versioned-turn-provenance.md) - [Security governance](https://banes-lab.com/records/force/security-governance.md) - [Architecture evolution](https://banes-lab.com/records/force/architecture-evolution.md) - [Deterministic Core](https://banes-lab.com/records/algorithms/deterministic-core.md) - [Correctness verification](https://banes-lab.com/records/force/correctness-verification.md) - [Port Adapter](https://banes-lab.com/records/algorithms/port-adapter.md) - [Semantic consistency](https://banes-lab.com/records/force/semantic-consistency.md) - [Resilience recovery](https://banes-lab.com/records/force/resilience-recovery.md) - [Canonical Data](https://banes-lab.com/records/algorithms/canonical-data.md) - [Seed Composition](https://banes-lab.com/records/algorithms/seed-composition.md) - [Delta Capture](https://banes-lab.com/records/algorithms/delta-capture.md) - [Idempotent Merge](https://banes-lab.com/records/algorithms/idempotent-merge.md) - [Version Provenance](https://banes-lab.com/records/algorithms/version-provenance.md) - [Persistence Fork](https://banes-lab.com/records/algorithms/persistence-fork.md) - [Profile Compose](https://banes-lab.com/records/algorithms/profile-compose.md) - [Versioning](https://banes-lab.com/records/architecture/versioning.md) - [The derivation loop](https://banes-lab.com/ontology/reasoning/reasoning-loop-derivation-loop.md) - [Streaming dataflow](https://banes-lab.com/records/force/streaming-dataflow.md)