94 lines
5.1 KiB
Markdown
94 lines
5.1 KiB
Markdown
# VianoBugAnalysis
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Project-independent foundations for reading, validating and extending ZIP case
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packages. The authoritative design is [docs/architecture.md](docs/architecture.md).
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The implemented v1 contract is documented in
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[docs/package-format-v1.md](docs/package-format-v1.md).
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Job state, checkpoints and inbox admission are documented in
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[docs/lifecycle-v1.md](docs/lifecycle-v1.md).
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Generic case construction and its input contracts are documented in
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[docs/case-builder-v1.md](docs/case-builder-v1.md).
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Vcore imports for wowdiag/wowsrc are documented in
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[docs/vcore-adapters-v1.md](docs/vcore-adapters-v1.md).
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Requires Python 3.11 or newer.
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```powershell
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python -m venv .venv
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.\.venv\Scripts\python.exe -m pip install -e ".[test]"
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.\.venv\Scripts\python.exe -m pytest
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```
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The lifecycle foundation supports one-pass inbox processing, resumable package
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checkpoints and a deterministic generic CaseBuilder. An async LLM gateway and CaseInterpreter
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provide interpretation and bounded initial hypothesis generation, with durable
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per-hypothesis budget accounting. An LLM-driven investigation controller connects
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read-only queries, durable evidence and asynchronous test handoffs. Final evaluation
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produces traceable diagnoses or human review. Confirmed diagnoses can produce
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policy-bound Change Requests, with final output validation and atomic local
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outbox/review publication. Opt-in operational telemetry observes the existing APIs. A continuous worker
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remains a future milestone.
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A bounded single-case command-line trial now connects import, analysis and local
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delivery with telemetry: [first real LLM trial](docs/first-llm-trial.md).
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Use `python -m viano_bug_analysis.trial --help`. Only its `run` command makes LLM
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requests; `prepare` and `check` do not contact model services.
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For a new revision, `run --planning-mode joint` opts into a single interpretation/
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hypothesis call with independent block validation: [joint case planning](docs/joint-case-planning.md).
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New joint revisions use [v2 source constraints and dependency-aware corrections](docs/joint-case-planning-v2.md); frozen v1 cases remain replayable.
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The trial enables bounded, durable early model-output corrections with explicit
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validation feedback: [early correction](docs/early-correction-v1.md), configured
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through [correction.example.toml](config/correction.example.toml).
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Expected-behavior resolution and the read-only provider contract: [expected-behavior-v1.md](docs/expected-behavior-v1.md).
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Configurable LLM transport, failover and durable retries: [llm-gateway-v1.md](docs/llm-gateway-v1.md), with [example configuration](config/llm.example.toml).
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Gemini stable case caching, implicit cache measurements and
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separate token/storage cost accounting: [context caching](docs/llm-context-caching.md),
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with [native Gemini example](config/llm.gemini-cache.example.toml).
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Lossless stable/live partition, versioned aliases and offline measurements:
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[stable case cache](docs/stable-case-cache-v1.md).
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Causal evidence direction, auditable confidence calibration and current-head
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validation performance: [confidence and local performance](docs/causal-confidence-and-local-performance.md).
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The first domain LLM phase and its source-reference contracts: [case-interpretation-v1.md](docs/case-interpretation-v1.md).
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Initial hypotheses, revision-wide creation limits and equal budget allocations: [hypothesis-builder-v1.md](docs/hypothesis-builder-v1.md), with [analysis configuration](config/analysis.example.toml).
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Durable investigation budget accounting, configurable costs/rewards and stopping
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rules: [budget-manager-v1.md](docs/budget-manager-v1.md), with [budget configuration](config/budget.example.toml).
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Case-local asynchronous test requests, confirmed feedback and budget-preserving
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event-driven resume: [async-tests-v1.md](docs/async-tests-v1.md). Web UI and external
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bot/client adapters are future integrations.
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Read-only packaged source/database queries and the strict tool allowlist:
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[investigation-tools-v1.md](docs/investigation-tools-v1.md).
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Shared read-only Git/source/schema and MariaDB research, deterministic case
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enrichment, bounded investigation prompts and the isolated World test database:
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[project-research-v1.md](docs/project-research-v1.md), with
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[project configuration](config/project.example.toml).
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Portable evidence records, provenance, case-wide IDs and novelty-aware budget
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integration: [evidence-store-v1.md](docs/evidence-store-v1.md).
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Resumable, bounded LLM investigation cycles and their controller contracts:
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[investigation-loop-v1.md](docs/investigation-loop-v1.md), with
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[investigation configuration](config/investigation.example.toml).
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Final hypothesis evaluation, traceable diagnoses and controlled human review:
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[diagnosis-builder-v1.md](docs/diagnosis-builder-v1.md), with
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[diagnosis configuration](config/diagnosis.example.toml).
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Policy-bound coding requests and validated, resumable local output delivery:
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[change-request-v1.md](docs/change-request-v1.md), with
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[change request configuration](config/change-request.example.toml).
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Opt-in operational logs, safe error chains, metrics, heartbeat/progress and passive
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queue diagnostics: [telemetry-v1.md](docs/telemetry-v1.md), with
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[telemetry configuration](config/telemetry.example.toml).
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