Document ordered pipeline operations and retire sequential examples
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@@ -6,13 +6,15 @@ Their fixed workflow and ownership boundaries are defined by
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defaults, and selectable keys are defined in
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[Configuration](../config.md#pipelines).
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Resolution fixes the selected lanes and all stage bindings; preparation
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constructs every selected implementation before the runner begins source work.
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After serial input parsing and plan selection or generation, the runner
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materializes chunks and dispatches extract work to
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one bounded run-wide worker pool in chunk-first, lane-second order. Each lane's
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merge and normalize operations remain serial and may overlap other lanes once
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all extracts for that lane are terminal.
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Resolution fixes the ordered steps, selected lanes, and all stage bindings;
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preparation constructs every selected implementation before the runner begins
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source work. After serial input parsing and plan selection or generation, the
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runner materializes chunks and executes one step at a time. Within a step,
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extract work uses one bounded run-wide worker pool in chunk-first, lane-second
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order. Each lane's merge and normalize operations remain serial, and lanes in
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the same step may overlap once their extracts are terminal. A later step cannot
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start across its barrier until every earlier lane is terminal and each required
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generated artifact has been accepted and handed off.
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## Resolution
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@@ -22,38 +24,48 @@ calls `pipeline.ResolvePipeline`.
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`ResolvePipeline`:
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1. selects and sorts artifact lanes;
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2. completes omitted bindings using the documented configuration defaults;
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3. looks up each module and validator spec without constructing it;
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4. for a typed extractor, derives its artifact kind, requires the codec, and
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1. selects the explicit ordered steps, or creates the implicit `default` step
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from the legacy top-level `artifacts` map;
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2. selects and sorts artifact lanes within each step while enforcing global lane
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identity;
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3. completes omitted bindings using the documented configuration defaults;
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4. looks up each module and validator spec without constructing it;
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5. for a typed extractor, derives its artifact kind, requires the codec, and
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selects exact-type merger, normalizer, and validator variants;
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5. checks required and provided capabilities in workflow order;
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6. resolves target-aware reference bindings and validator chains;
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7. validates each selected module and validator option set through its registry
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6. checks required and provided capabilities in workflow order;
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7. resolves external and generated target-aware reference bindings and
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validates producer order, consumer slot declarations, and artifact-kind
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compatibility;
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8. validates each selected module and validator option set through its registry
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entry; and
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8. calculates a digest over the resolved structure, including typed artifact
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kind and schema identity and the effective validator policy in its resolved
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execution order.
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9. calculates a digest over the resolved structure, including step order, step
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IDs, lane membership, generated topology, producer and consumer identities,
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typed artifact kind and schema identity, and the effective validator policy
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in its resolved execution order.
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Resolution returns a `ResolvedPipeline` containing ordered lanes, concrete
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bindings, validator chains, reference targets, and the digest. It does not read
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reference bytes or construct runtime modules. CLI lane and reference selector
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syntax is defined in the [CLI reference](../cli.md#run).
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Resolution returns a `ResolvedPipeline` containing ordered steps, lanes,
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concrete bindings, validator chains, reference targets, and the digest. It does
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not read external reference bytes or construct runtime modules. CLI lane and
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reference selector syntax is defined in the [CLI reference](../cli.md#run).
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The digest includes each resolved validator chain's stage, lane, owning module,
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ordered validator bindings, execution classes, targets, and artifact kinds.
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Changing a default chain or an explicit override therefore changes pipeline
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identity whenever it changes the effective validator policy.
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The digest includes each resolved step's ID and lane membership, generated
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producer/consumer topology, and each validator chain's stage, lane, owning
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module, ordered validator bindings, execution classes, targets, and artifact
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kinds. Changing step order, a dependency, a default chain, or an explicit
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override therefore changes pipeline identity whenever it changes effective
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execution policy.
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## Reference Materialization
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The CLI calls `MaterializeReferences` after resolution and before constructing
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the LLM client or running the pipeline. The materializer checks each binding
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against its resolved target declaration, reads and validates the file, and
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builds both a `contracts.ReferenceSet` and provenance-only metadata on the
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corresponding `ResolvedReferenceTarget`.
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the LLM client or running the pipeline. For external bindings, the materializer
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checks each binding against its resolved target declaration, reads and validates
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the file, and builds both a `contracts.ReferenceSet` and provenance-only
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metadata on the corresponding `ResolvedReferenceTarget`. A structured
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generated binding is declaration-only at this point: its producer bytes do not
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exist until the producer lane reaches an accepted normalized result.
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Preparation delivers the materialized set for each target through
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Preparation delivers the materialized external set for each target through
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`pipeline.BuildRequest`: chunkers and chunk validators receive the chunk target;
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extractors and extract validators receive the lane extract target; mergers and
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merge validators receive the lane merge target; and normalizers and normalize
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@@ -62,10 +74,20 @@ an empty set because those stages cannot declare references. Every builder gets
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an isolated deep clone of its target set, so construction-time mutation cannot
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change another builder, the resolved pipeline, or later runtime requests.
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Prepared consumers do not need to be reconstructed when generated content is
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available. At the step boundary, the runner encodes the accepted producer value
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through its registered canonical codec, validates the generated bytes against
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each target slot's kind, schema, media type, and size, and clones one immutable
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reference item into the operation request. The item includes canonical digest,
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size, and bounded producer provenance but no filesystem URI. A handoff failure
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is a framework dependency error and prevents every consumer in that step from
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starting.
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The runner continues to clone the resulting set into the chunk, extract, merge,
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or normalize request that owns the target. LLM-backed extensions may convert
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those items into named prompt inputs. Reference content remains separate from
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source evidence and source digests.
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source evidence and source digests, whether the item came from a file or a
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generated handoff.
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Binding precedence, path resolution, accepted content, and media-type behavior
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are configuration contracts; see [Configuration](../config.md#pipelines).
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@@ -120,10 +142,12 @@ The current production catalog and default chain are listed only in
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## Preparation And Runner Boundary
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`pipeline.Prepare` receives a resolved pipeline, the registries, and shared
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module dependencies. It constructs input; chunk and its validators; each lane's
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extract, merge, and normalize modules and validator chains in resolved order;
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then output. It stops at the first error with pipeline, stage, lane, module, and
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validator context as applicable. It never invokes an operation method.
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module dependencies. It constructs input; chunk and its validators; every
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step's lane extract, merge, and normalize modules and validator chains in
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resolved order; then output. It stops at the first error with pipeline, step,
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stage, lane, module, and validator context as applicable. It never invokes an
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operation method. Generated references are not available during preparation;
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the operation request is the handoff boundary.
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`PreparedPipeline` keeps private constructed executors and exposes cloned
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resolved input, chunk, lane, and output identities. Prepared components may
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@@ -136,8 +160,8 @@ stable and must not contain source content, credentials, local paths,
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timestamps, or other invocation-specific values.
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`pipeline.RunInput` carries that prepared pipeline, raw source input, run identity and timing, optional
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session and profile metadata, a chunk-plan store and mode, and checkpoint/debug
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collaborators. The runner
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session and profile metadata, a chunk-plan store and mode, a checkpoint
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execution policy, and checkpoint/debug collaborators. The runner
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parses source bytes through the already constructed input adapter. Later stage
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requests receive the generic source model; extract requests receive
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chunk-scoped input material, while chunk, merge, and normalize requests retain
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@@ -145,7 +169,9 @@ access to the original source material. Input, chunk, and output operation
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requests do not carry raw module options. The chunk request also does not carry
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an LLM client; an LLM-backed chunker receives the shared client during
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preparation. Their operation requests retain run-specific source, reference,
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profile, session, and metadata context as applicable.
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profile, session, metadata, and step-handoff context as applicable. A generated
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reference is cloned into each compatible consumer request and is never exposed
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as a path.
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Prepared lanes retain exact-type-checked erased operation closures. The runner
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uses those closures to keep each value typed through extraction, validation,
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@@ -173,10 +199,15 @@ The runner:
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3. selects a stored plan or executes the configured chunker's `Plan` operation;
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4. canonicalizes and materializes the plan, then validates the resulting
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chunks;
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5. dispatches extract jobs in source-chunk then resolved-lane order, starting a
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bounded lane continuation when all extracts for that lane are terminal;
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6. invokes the prepared output encoder and validates its logical file results;
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7. returns the assembled manifest, outcomes, warnings, and files.
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5. executes each resolved step in configuration order. For one step, it
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dispatches extract jobs in source-chunk then resolved-lane order, starts a
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bounded lane continuation when all extracts for that lane are terminal, and
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waits for every lane to become terminal;
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6. encodes and validates each accepted normalized producer artifact, then
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builds the immutable generated reference sets for the next step;
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7. invokes the prepared output encoder only after every step succeeds and
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validates its logical file results;
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8. returns the assembled manifest, outcomes, warnings, and files.
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Within each artifact lane, it reuses the prepared extractor, merger, normalizer,
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and validators while performing these transitions:
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@@ -190,6 +221,13 @@ and validators while performing these transitions:
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6. normalize the accepted merge result;
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7. validate and append the accepted normalized result.
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At a step barrier, a lane with no accepted normalized output is still a regular
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rejection unless a later generated binding names that lane as a required
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producer. In that case the runner raises a deterministic dependency error and
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does not start the consumer step. One accepted typed artifact may fan out to
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multiple compatible target slots. Consumers in the same step may run
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concurrently after the handoff; no work crosses the barrier early.
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Module-provided warnings and payload warnings are promoted only from attempts
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whose results are accepted and used.
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@@ -271,10 +309,19 @@ entering the normal handoff path. Typed extract, merge, and normalize
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checkpoints store codec bytes with artifact kind, schema ID and version, exact
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schema digest, and media type. Reuse compares that identity with the prepared
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codec and decodes through the codec; missing identity, mismatches, corrupt
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bytes, and decode failures become explicit reuse misses and execute the step
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bytes, and decode failures become explicit reuse misses and execute the lane
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normally. Dependency fingerprints and debug content digests use the same stable
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codec bytes that cross those boundaries.
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Generated references add downstream dependencies containing the producer's
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artifact kind, complete schema identity, media type, canonical content digest,
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and size. Compatible producer checkpoints may therefore feed a later step
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without re-executing the producer. A missing, rejected, corrupt, incompatible,
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or changed producer invalidates every transitive dependent lane while leaving
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independent work eligible for reuse. The runner records bounded decision
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categories: `reused`, `executed`, `forced_recompute`, and
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`dependency_invalidated`.
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The CLI includes prepared-component fingerprints in the run-wide checkpoint
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identity alongside resolved configuration, raw input, reference provenance,
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runtime overrides, and LLM-profile fingerprints. Module metadata is not used
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@@ -283,6 +330,11 @@ values that can change accepted output. Adding or changing a component
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fingerprint intentionally produces a cold cache miss. Existing checkpoint
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schemas and paths remain unchanged.
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The CLI's `--recompute-step` policy forces the selected step and all transitive
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dependents, but requires reusable checkpoints for all selected producers that
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precede it. It changes loader decisions only; it does not alter persistent
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checkpoint identity.
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Debug instrumentation wraps run, stage, attempt, validator, and structured LLM
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boundaries. Every executed chunk, extract, merge, and normalize attempt writes
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one terminal envelope for acceptance, validator rejection, module or validator
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