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Do not reintroduce +# bare registry versions here: `sentinel` on crates.io is an unrelated +# sentinel-terminated slice library, not this platform's anomaly-detection +# service, so a bare `sentinel = "0.1"` silently resolves to a foreign crate. +# The platform crate is published as `llm-sentinel`. +# +# `llm-latency-lens` is not published to crates.io at all, and the previously +# declared `llm-config-manager` crate does not exist under that name in any +# source -- the config-manager workspace publishes `llm-config-core`. +# +# No workspace member references these yet, so they do not appear in +# Cargo.lock. They are declared here so that the first member to adopt one +# inherits a correct, pinned source rather than a name-squatted registry match. +llm-cost-ops = { git = "https://github.com/LLM-Dev-Ops/cost-ops", rev = "aef76ae9c264b888abc60aace3dd6948f2422906" } +llm-latency-lens = { git = "https://github.com/LLM-Dev-Ops/latency-lens", rev = "8370e90fa788959a0b80e3f9c4140422f3eccd69" } +llm-sentinel = { git = "https://github.com/LLM-Dev-Ops/sentinel", rev = "504b0ea466620ffacfd7ea19993d5a62b71babdd" } +llm-shield-core = { git = "https://github.com/LLM-Dev-Ops/shield", rev = "ff0fc18f5d2efea5e8a1c26e62c65a6608ee09e3" } +llm-observatory-core = { git = "https://github.com/LLM-Dev-Ops/observatory", rev = "a7ddf44010f0fd14cfe26bc0f120817cfd668f4a" } +llm-config-core = { git = "https://github.com/LLM-Dev-Ops/config-manager", rev = "ef60b9c8a9a2e25d0ed72886908c5a0fc1a174e5" } llm-optimizer-collector = { version = "0.1.0", path = "crates/collector" } llm-optimizer-processor = { version = "0.1.0", path = "crates/processor" } llm-optimizer-analyzer = { version = "0.1.0", path = "crates/analyzer" } diff --git a/README.md b/README.md index cfaea9f..14b3983 100644 --- a/README.md +++ b/README.md @@ -6,9 +6,8 @@ [![Rust](https://img.shields.io/badge/rust-1.75%2B-orange.svg)](https://www.rust-lang.org/) [![Crates.io](https://img.shields.io/crates/v/llm-optimizer.svg)](https://crates.io/crates/llm-optimizer) [![npm](https://img.shields.io/npm/v/@llm-dev-ops/llm-auto-optimizer.svg)](https://www.npmjs.com/package/@llm-dev-ops/llm-auto-optimizer) -[![Status](https://img.shields.io/badge/status-production--ready-brightgreen.svg)](https://github.com/globalbusinessadvisors/llm-auto-optimizer) +[![Status](https://img.shields.io/badge/status-alpha-orange.svg)](https://github.com/globalbusinessadvisors/llm-auto-optimizer) [![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](CONTRIBUTING.md) -[![Coverage](https://img.shields.io/badge/coverage-88%25-brightgreen.svg)](docs/TEST_COVERAGE_REPORT.md) **Automatically optimize your LLM infrastructure with intelligent, real-time feedback loops** @@ -24,18 +23,27 @@ ## Overview -The **LLM Auto Optimizer** is a production-ready, continuous feedback-loop agent that automatically adjusts model selection, prompt templates, and configuration parameters based on real-time performance, drift, latency, and cost data. Built entirely in Rust for maximum performance and reliability. +The **LLM Auto Optimizer** is a continuous feedback-loop agent that automatically adjusts model selection, prompt templates, and configuration parameters based on real-time performance, drift, latency, and cost data. Built entirely in Rust. -### Why LLM Auto Optimizer? +> **Status: alpha.** Until this release, the workspace had no committed +> `Cargo.lock` and its dependency graph had never been resolved, so nothing in +> this README had been verified by a build. The lockfile now exists and CI runs +> `cargo build --workspace --locked`. The subsystem table below is graded +> against that build, not against intent. See +> [ADR-0001](docs/adr/ADR-0001-substantiate-completeness-and-lock-dependencies.md). -- ๐Ÿ’ฐ **Reduce LLM costs by 30-60%** through intelligent model selection and prompt optimization -- โšก **Sub-5-minute optimization cycles** for rapid adaptation to changing conditions -- ๐ŸŽฏ **Multi-objective optimization** balancing quality, cost, and latency -- ๐Ÿ›ก๏ธ **Production-grade reliability** with 99.9% availability target -- ๐Ÿš€ **Progressive canary deployments** with automatic rollback on degradation -- ๐Ÿ”’ **Enterprise-ready** with comprehensive audit logging and compliance -- ๐ŸŒ **Complete API coverage** with REST & gRPC endpoints -- ๐Ÿ–ฅ๏ธ **Beautiful CLI tool** with 40+ commands for operations +### What LLM Auto Optimizer aims to do + +These are design goals, not measured results. Nothing below has been benchmarked +against a running build โ€” see the graded table for what currently compiles. + +- ๐Ÿ’ฐ Reduce LLM costs through intelligent model selection and prompt optimization +- โšก Short optimization cycles for rapid adaptation to changing conditions +- ๐ŸŽฏ Multi-objective optimization balancing quality, cost, and latency +- ๐Ÿš€ Progressive canary deployments with automatic rollback on degradation +- ๐Ÿ”’ Audit logging for compliance use cases +- ๐ŸŒ REST & gRPC endpoints +- ๐Ÿ–ฅ๏ธ CLI for operations --- @@ -43,21 +51,46 @@ The **LLM Auto Optimizer** is a production-ready, continuous feedback-loop agent ### Core Capabilities -| Feature | Description | Status | -|---------|-------------|--------| -| **Feedback Collection** | OpenTelemetry + Kafka integration with circuit breaker, DLQ, rate limiting | โœ… Complete | -| **Stream Processing** | Windowing (tumbling, sliding, session), aggregation, watermarking | โœ… Complete | -| **Distributed State** | Redis/PostgreSQL backends with distributed locking, 3-tier caching | โœ… Complete | -| **Analyzer Engine** | 5 analyzers: Performance, Cost, Quality, Pattern, Anomaly detection | โœ… Complete | -| **Decision Engine** | 5 strategies: Model Selection, Caching, Rate Limiting, Batching, Prompt Optimization | โœ… Complete | -| **Canary Deployments** | Progressive rollouts with automatic rollback and health monitoring | โœ… Complete | -| **Storage Layer** | Multi-backend storage (PostgreSQL, Redis, Sled) with unified interface | โœ… Complete | -| **REST API** | 27 endpoints with OpenAPI docs, auth, rate limiting | โœ… Complete | -| **gRPC API** | 60+ RPCs across 7 services with streaming support | โœ… Complete | -| **Integrations** | GitHub, Slack, Jira, Anthropic Claude, Webhooks | โœ… Complete | -| **CLI Tool** | 40+ commands across 7 categories with interactive mode | โœ… Complete | -| **Main Service Binary** | Complete orchestration with health monitoring & auto-recovery | โœ… Complete | -| **Deployment** | Docker, Kubernetes, Helm, systemd with CI/CD | โœ… Complete | +Graded against `cargo build --workspace --locked` and `cargo test --locked -p ` +on rustc 1.97.1, 2026-07-27. **No row is `โœ… Complete`:** `โœ… Complete` requires +the subsystem's tests to pass in CI, and the workspace does not currently build. +The "Description" column states what the code is *intended* to do and is not a +verified claim. + +| Feature | Crate | Description | Status | +|---------|-------|-------------|--------| +| **Feedback Collection** | `collector` | OpenTelemetry + Kafka integration with circuit breaker, DLQ, rate limiting | ๐Ÿšง Library compiles; test targets do not | +| **Stream Processing** | `processor` | Windowing (tumbling, sliding, session), aggregation, watermarking | โŒ Does not compile (28 errors) | +| **Distributed State** | `processor::state` | Redis/PostgreSQL backends with distributed locking, 3-tier caching | โŒ Does not compile (in `processor`) | +| **Analyzer Engine** | `analyzer` | 5 analyzers: Performance, Cost, Quality, Pattern, Anomaly detection | ๐Ÿšง Compiles; 1 test passes | +| **Decision Engine** | `decision` | 5 strategies: Model Selection, Caching, Rate Limiting, Batching, Prompt Optimization | ๐Ÿšง Library compiles; test targets do not | +| **Canary Deployments** | `actuator` | Progressive rollouts with automatic rollback and health monitoring | ๐Ÿšง Compiles; 1 test passes | +| **Storage Layer** | `storage` | Multi-backend storage (PostgreSQL, Redis, Sled) with unified interface | ๐Ÿšง Compiles; 1 test passes | +| **REST API** | `api-rest` | HTTP endpoints with OpenAPI docs, auth, rate limiting | โŒ Blocked โ€” depends on `processor` | +| **gRPC API** | `api-grpc` | RPC services with streaming support | โŒ Blocked โ€” depends on `processor` | +| **Integrations** | `integrations` | GitHub, Slack, Jira, Anthropic Claude, Webhooks | ๐Ÿšง Library compiles; test targets do not | +| **CLI Tool** | `cli` | Command-line interface | โŒ Does not compile (6 errors) | +| **Main Service Binary** | `llm-optimizer` | Service orchestration with health monitoring | โŒ Blocked โ€” depends on `processor` | +| **Deployment** | โ€” | Docker, Kubernetes, Helm, systemd manifests | ๐Ÿ“‹ Manifests present, none validated by CI | + +**Legend:** โœ… Complete โ€” builds and its tests pass in CI ยท ๐Ÿšง In progress โ€” +compiles, but not covered by passing tests ยท โŒ Does not compile ยท ๐Ÿ“‹ Present but +unverified. + +**Measured totals:** 20 tests pass, across `types` (14), `config` (2), and +`analyzer` / `actuator` / `storage` / `api` (1 each). The repo contains ~2,161 +`#[test]`/`#[tokio::test]` attributes; the rest are in targets that do not +compile, so they have never run. Test suites in `collector`, `decision`, +`integrations`, and `benchmarks` reference types and module paths that do not +exist in their crates. + +**Known blockers** +- `processor` fails on 14 never-type-fallback errors in its Redis code + (`state/redis_backend.rs`, `state/redis_backend_enterprise.rs`, + `storage/redis.rs`, `deduplication/mod.rs`). This is the single blocker for + `api-rest`, `api-grpc`, and `llm-optimizer`. +- `cli` imports `rand` without declaring it, and uses the `Formatter` enum as + `&dyn Formatter` in `commands/run.rs`. ### Optimization Strategies @@ -376,22 +409,29 @@ async fn main() -> Result<(), Box> { ### Component Overview -| Component | Responsibility | Key Technologies | LOC | Tests | Status | -|-----------|----------------|------------------|-----|-------|--------| -| **Collector** | Gather feedback from LLM services | OpenTelemetry, Kafka, Circuit Breaker | 4,500 | 35 | โœ… | -| **Processor** | Stream processing and aggregation | Windowing, Watermarks, State | 35,000 | 100+ | โœ… | -| **Analyzer** | Detect patterns and anomalies | 5 statistical analyzers | 6,458 | 49 | โœ… | -| **Decision** | Determine optimal configurations | 5 optimization strategies | 8,930 | 88 | โœ… | -| **Actuator** | Deploy configuration changes | Canary rollouts, Rollback | 5,853 | 61 | โœ… | -| **Storage** | Persist state and history | PostgreSQL, Redis, Sled | 8,718 | 83 | โœ… | -| **REST API** | HTTP API endpoints | Axum, OpenAPI, JWT | 2,960 | 17 | โœ… | -| **gRPC API** | RPC services with streaming | Tonic, Protocol Buffers | 4,333 | 15 | โœ… | -| **Integrations** | External service connectors | GitHub, Slack, Jira, Claude | 12,000 | 100+ | โœ… | -| **Main Binary** | Service orchestration | Tokio, Health monitoring | 3,130 | 20 | โœ… | -| **CLI Tool** | Command-line interface | Clap, Interactive prompts | 2,551 | 40+ | โœ… | -| **Deployment** | Infrastructure as code | Docker, K8s, Helm, systemd | 8,500 | N/A | โœ… | - -**Total**: ~133,000 LOC production Rust code + 6,000 LOC TypeScript integrations +The "Tests" column below previously carried hand-typed counts that no test run +produced. It now reports tests that actually pass, measured with +`cargo test --locked -p ` on rustc 1.97.1, 2026-07-27. + +| Component | Responsibility | Key Technologies | Tests passing | Status | +|-----------|----------------|------------------|---------------|--------| +| **Collector** | Gather feedback from LLM services | OpenTelemetry, Kafka, Circuit Breaker | โ€” (tests do not compile) | ๐Ÿšง | +| **Processor** | Stream processing and aggregation | Windowing, Watermarks, State | โ€” (does not compile) | โŒ | +| **Analyzer** | Detect patterns and anomalies | 5 statistical analyzers | 1 | ๐Ÿšง | +| **Decision** | Determine optimal configurations | 5 optimization strategies | โ€” (tests do not compile) | ๐Ÿšง | +| **Actuator** | Deploy configuration changes | Canary rollouts, Rollback | 1 | ๐Ÿšง | +| **Storage** | Persist state and history | PostgreSQL, Redis, Sled | 1 | ๐Ÿšง | +| **REST API** | HTTP API endpoints | Axum, OpenAPI, JWT | โ€” (blocked on `processor`) | โŒ | +| **gRPC API** | RPC services with streaming | Tonic, Protocol Buffers | โ€” (blocked on `processor`) | โŒ | +| **Integrations** | External service connectors | GitHub, Slack, Jira, Claude | โ€” (tests do not compile) | ๐Ÿšง | +| **Main Binary** | Service orchestration | Tokio, Health monitoring | โ€” (blocked on `processor`) | โŒ | +| **CLI Tool** | Command-line interface | Clap, Interactive prompts | โ€” (does not compile) | โŒ | +| **Types** | Shared domain types | serde, chrono, uuid | 14 | ๐Ÿšง | +| **Config** | Configuration loading | figment, notify | 2 | ๐Ÿšง | +| **Deployment** | Infrastructure as code | Docker, K8s, Helm, systemd | N/A | ๐Ÿ“‹ | + +**Total: 20 tests passing.** Line-count figures previously given here were not +reproduced by any tool and have been removed rather than restated unverified. --- @@ -435,7 +475,8 @@ llm-auto-optimizer/ โ””โ”€โ”€ monitoring/ # Grafana dashboards โœ… ``` -**Legend:** โœ… Production Ready +**Legend:** โœ… Directory is present in the tree. This marks existence, not +verified behaviour โ€” see the graded subsystem table above. --- @@ -841,6 +882,6 @@ Made with โค๏ธ by the LLM DevOps Community --- -**Status**: Production Ready | **Version**: 0.1.1 (Rust) / 0.1.2 (npm) | **License**: Apache 2.0 +**Status**: Alpha | **Version**: 0.1.1 (Rust) / 0.1.2 (npm) | **License**: Apache 2.0 diff --git a/crates/api-grpc/build.rs b/crates/api-grpc/build.rs index 45b397f..f24ac7d 100644 --- a/crates/api-grpc/build.rs +++ b/crates/api-grpc/build.rs @@ -22,8 +22,11 @@ fn main() -> Result<(), Box> { .type_attribute(".", "#[derive(serde::Serialize, serde::Deserialize)]") .type_attribute(".", "#[serde(rename_all = \"camelCase\")]") .build_server(true) - .build_client(true) - .out_dir("src/generated"); + .build_client(true); + // No .out_dir override: lib.rs pulls these in with tonic::include_proto!, + // which resolves against OUT_DIR. Pointing out_dir at src/generated wrote + // the modules where nothing reads them and broke a clean checkout, since + // that directory is not committed and tonic_build does not create it. // Compile all proto files config.compile(&proto_files, &[proto_dir])?; diff --git a/docs/TEST_COVERAGE_REPORT.md b/docs/TEST_COVERAGE_REPORT.md index 36d7055..ad0bab5 100644 --- a/docs/TEST_COVERAGE_REPORT.md +++ b/docs/TEST_COVERAGE_REPORT.md @@ -1,4 +1,15 @@ -# Test Coverage Report +# Test Coverage Report (HISTORICAL ESTIMATE โ€” NOT MEASURED) + +> **This document is not evidence of coverage.** The ~88% figure below was +> estimated from test scope by hand; no coverage tool produced it. At the time +> it was written the workspace had no `Cargo.lock` and its dependency graph had +> never resolved, so `cargo tarpaulin` could not have run at all. +> +> It is retained for historical context only. Per +> [ADR-0001](adr/ADR-0001-substantiate-completeness-and-lock-dependencies.md) +> it is no longer linked as the evidence for any README badge. For a real +> number, see the `coverage` job in `.github/workflows/ci.yml`, which runs +> `cargo tarpaulin` and publishes the measured value. **Generated**: 2025-11-10 **LLM Auto Optimizer Version**: 0.1.0 diff --git a/docs/adr/ADR-0001-substantiate-completeness-and-lock-dependencies.md b/docs/adr/ADR-0001-substantiate-completeness-and-lock-dependencies.md new file mode 100644 index 0000000..4e0e4c1 --- /dev/null +++ b/docs/adr/ADR-0001-substantiate-completeness-and-lock-dependencies.md @@ -0,0 +1,152 @@ +# ADR-0001: Substantiate Completeness Claims and Lock Dependencies + +**Status:** Proposed +**Date:** 2026-07-27 +**Deciders:** Auto Optimizer Maintainers +**Implements:** [ADR-013: README Claim Substantiation](../../../agentics-enforcement/plans/adr/ADR-013-readme-claim-substantiation.md) (agentics-enforcement) + +--- + +## Context + +This repo advertises a uniformly complete, 88%-covered, production-ready system on +top of a Cargo workspace that has never resolved its dependency graph. All +citations read from the working tree on 2026-07-27. + +**README claims:** + +- Line 9: `[![Status](https://img.shields.io/badge/status-production--ready-brightgreen.svg)](https://github.com/globalbusinessadvisors/llm-auto-optimizer)` +- Line 11: `[![Coverage](https://img.shields.io/badge/coverage-88%25-brightgreen.svg)](docs/TEST_COVERAGE_REPORT.md)` + +The coverage badge is a hardcoded literal whose "evidence" link points at +`docs/TEST_COVERAGE_REPORT.md` โ€” a checked-in markdown file, not the output of a +coverage run. An 88% figure that no tool emitted is a claim about nothing. + +**Lines 48-60 are a 13-row feature table in which all 13 rows end in `| โœ… Complete |`:** +Feedback Collection, Stream Processing, Distributed State, Analyzer Engine, +Decision Engine, Canary Deployments, Storage Layer, REST API, gRPC API, +Integrations, CLI Tool, Main Service Binary, Deployment. A table with no variance +carries no information โ€” it cannot distinguish a finished subsystem from an +unfinished one, which is the only reason to publish such a table. + +**The workspace cannot build.** `Cargo.toml` lines 38-44 declare six upstream +dependencies as bare registry versions, with no `path` and no `git` source: + +```toml +# LLM-Dev-Ops upstream dependencies (Phase 2B compile-time) +llm-cost-ops = "0.1" +llm-latency-lens = "0.1" +sentinel = "0.1" +llm-shield-core = "0.2" +llm-observatory-core = "0.1" +llm-config-manager = "0.1" +``` + +**There is no `Cargo.lock` anywhere in this repo** (0 files matched), across 16 +workspace members. These versions have therefore never been resolved. + +The sibling repo `benchmark-exchange` reached the opposite conclusion about the +same crate independently, and worked around it โ€” `benchmark-exchange/Cargo.toml` +line 97: + +```toml +llm-observatory-core = { git = "https://github.com/LLM-Dev-Ops/observatory", version = "0.1.1" } +``` + +It pins a git source precisely because the registry version is not obtainable. +Two repos in one workspace disagree about whether `llm-observatory-core` exists on +crates.io, and only the one with a lockfile is testable. Note also that +`sentinel = "0.1"` is an unnamespaced name likely to resolve to an *unrelated* +third-party crate on crates.io โ€” a supply-chain hazard distinct from simply +failing to resolve. + +The repo contains 2,161 `#[test]`/`#[tokio::test]` attributes. None of them can +have run: `cargo test` cannot execute without resolving the graph above. The 88% +coverage badge, the 13 "Complete" rows, and the production-ready status are all +downstream of a build that has never succeeded. + +## Decision + +**Dependency resolution is the precondition for every claim in this README. Until +`cargo build --locked` succeeds, the completeness table and the coverage and +status badges are withdrawn.** + +Per ADR-013 Rule 4, the workspace commits a `Cargo.lock`. Per Rule 1, the +hand-typed coverage badge is replaced by a CI-generated one or deleted. Per Rule 2, +`โœ… Complete` is reserved for subsystems with passing tests in CI. + +Concretely: + +1. Resolve the six LLM-Dev-Ops dependencies. For each, either pin a working `git` + source as `benchmark-exchange` does, use a workspace `path`, or move it behind + an off-by-default Cargo feature. Replace bare `sentinel = "0.1"` with an + explicitly sourced dependency regardless of outcome โ€” the ambiguous name is a + supply-chain risk on its own. +2. Commit the resulting `Cargo.lock`. +3. Replace the line 11 coverage badge with a CI-generated badge from + `cargo-tarpaulin` (or delete it). Delete `docs/TEST_COVERAGE_REPORT.md` or mark + it as a historical estimate โ€” it must not remain linked as evidence. +4. Regrade the lines 48-60 table against CI: `โœ… Complete` only where that + subsystem's tests pass; otherwise `๐Ÿšง In Progress` or `๐Ÿ“‹ Planned`. If the CI + result is that all 13 genuinely pass, the table is unchanged and now means + something. +5. Reword line 9's status badge to `status-alpha-orange` until steps 1-4 are green. + +## Consequences + +### Positive + +- A committed lockfile makes the build reproducible and lets the 2,161 existing + tests actually run โ€” that is a large latent asset currently worth nothing. +- Resolving `sentinel = "0.1"` explicitly closes a real supply-chain hole, not + just a documentation defect. +- A regraded table with mixed statuses becomes informative. The current all-green + table cannot communicate anything. +- Aligns this repo with `benchmark-exchange`, which already solved the same + upstream problem. + +### Negative + +- Resolution may reveal that several LLM-Dev-Ops crates are unavailable in any + form, forcing feature-gating that visibly reduces the advertised surface. That + reduction is real today and merely undisclosed. +- Regrading 13 rows against CI is likely to produce a much less impressive table. + +### Risks + +- Feature-gating may fragment the build matrix. Mitigation: define one default + feature set that CI builds, and gate only genuinely unavailable integrations. +- A git-pinned upstream may itself be unbuildable, cascading the problem. + Mitigation: vendor or stub the interface behind a trait if so; do not restore the + badge on an unresolved graph. + +## Implementation Plan + +1. Attempt `cargo generate-lockfile`; record which of the six dependencies fail. +2. For each failure, choose a resolution: `git` pin (per `benchmark-exchange` + line 97), workspace `path`, or off-by-default feature gate. +3. Replace `sentinel = "0.1"` with an explicitly sourced dependency. +4. Commit `Cargo.lock`. +5. Extend `.github/workflows/ci.yml` to run `cargo build --workspace --locked` and + `cargo test --workspace`. +6. Add a `cargo-tarpaulin` job publishing a real coverage number. +7. Replace `README.md` line 11 with the generated coverage badge, or delete it. +8. Delete or historically annotate `docs/TEST_COVERAGE_REPORT.md`; remove it as the + badge's evidence link. +9. Regrade each of the 13 rows at `README.md` lines 48-60 against CI results. +10. Set `README.md` line 9 to `status-alpha-orange`; restore `production--ready` + only when steps 4-9 are green. + +## Verification + +- [ ] `Cargo.lock` exists at repo root and is tracked by git. +- [ ] `cargo build --workspace --locked` succeeds from a clean checkout. +- [ ] `cargo test --workspace` executes and reports a pass count. +- [ ] No bare-version LLM-Dev-Ops dependency remains in `Cargo.toml` lines 38-44; + each has a `git`, `path`, or feature gate. +- [ ] `sentinel` is explicitly sourced, not resolved by bare name from crates.io. +- [ ] `grep -c "img.shields.io/badge/coverage" README.md` returns 0. +- [ ] Every `โœ… Complete` row in `README.md` lines 48-60 maps to a passing CI test + target. +- [ ] No `production--ready` badge appears while any of the above is unmet. +- [ ] `npm run check:claims-honesty` (agentics-enforcement) exits 0 for this repo.