From 1a679690b1ad4384bf8be9572fe880c01a748ec6 Mon Sep 17 00:00:00 2001 From: AJR Date: Wed, 20 May 2026 14:33:15 -0400 Subject: [PATCH 01/10] Update README.md --- README.md | 69 +++++++++++++++++++++++++++++-------------------------- 1 file changed, 37 insertions(+), 32 deletions(-) diff --git a/README.md b/README.md index a7c06f9..aaba354 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@

- LayerLens + LayerLens

@@ -61,57 +61,62 @@ Stratix is built differently. It gives you production-grade evaluation infrastru ## Installation +> [!NOTE] +> `layerlens` is hosted on a private index during early access. Use the command below — the plain `pip install layerlens[cli]` will not work yet. + ```bash -# Recommended (includes CLI, rich output, and examples) -pip install layerlens[cli] +pip install --extra-index-url https://sdk.layerlens.ai/package layerlens[cli] ``` -> **Note:** During early access the package is hosted on a private index. Use: -> -> ```bash -> pip install --extra-index-url https://sdk.layerlens.ai/package layerlens[cli] -> ``` - ## Quick Start -**Easiest way** — use the one-command template: +> [!NOTE] +> **Two clients, one SDK.** Use `PublicClient` for models, benchmarks, and comparisons. Use `Stratix` for traces, custom judges, scorers, and CI gates. Both take the same API key. + +### 1. Install ```bash -stratix init my-first-eval -cd my-first-eval -python main.py +pip install --extra-index-url https://sdk.layerlens.ai/package layerlens[cli] ``` -Or wire it up yourself in Python: +### 2. Set your API key + +Get a key from [app.layerlens.ai](https://app.layerlens.ai) → Settings → API Keys. + +```bash +export LAYERLENS_STRATIX_API_KEY="your-api-key" +``` + +### 3. Run your first comparison ```python -from layerlens import PublicClient, Stratix +from layerlens import PublicClient -# Public data (models, benchmarks, evaluations) -pc = PublicClient(api_key="your-api-key") +pc = PublicClient() -models = pc.models.get(page_size=200) +# List available models +models = pc.models.get(page_size=10) print(f"{models.total_count} models available") -# Compare two models head-to-head at prompt level +# Compare two models head-to-head on a benchmark comparison = pc.comparisons.compare_models( - benchmark_id="benchmark-id", - model_id_1="model-a", - model_id_2="model-b", - outcome_filter="comparison_fails", # where model B fails + benchmark_id="aime2024", + model_id_1="openai/gpt-4o", + model_id_2="anthropic/claude-opus-4", + outcome_filter="comparison_fails", # prompts where model 2 fails ) -# Premium features (traces, judges, scorers) -client = Stratix(api_key="your-api-key") - -# Upload and evaluate an agent trace -client.traces.upload("trace.json") -eval_result = client.trace_evaluations.create( - trace_id="trace-id", - judge_id="judge-id", -) +print(comparison) ``` +That's it — you're comparing frontier models on real benchmark data. **[See full results in the dashboard →](https://stratix.layerlens.ai)** + +### Next steps + +- **[Run a custom evaluation](./examples/)** ➡️ score your own model on any benchmark +- **[Gate CI/CD on eval results](./examples/ci-gate)** ➡️ `layerlens ci run --threshold 0.8` in your pipeline +- **[Upload and evaluate agent traces](./examples/agent-traces)** ➡️ multi-step trace analysis + ## CLI The SDK ships with a full CLI for managing evaluations from your terminal or CI pipeline: From 80b651ea18c674ff7590ccaeb52d7b9ed61c299a Mon Sep 17 00:00:00 2001 From: AJR Date: Wed, 20 May 2026 14:36:08 -0400 Subject: [PATCH 02/10] Add demo GIF --- demo-stratix.gif | Bin 0 -> 130410 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 demo-stratix.gif diff --git a/demo-stratix.gif 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HcmV?d00001 From b5f4957ffda57c6db8953e4e91ac67de9b94b139 Mon Sep 17 00:00:00 2001 From: AJR Date: Wed, 20 May 2026 14:38:26 -0400 Subject: [PATCH 03/10] Update README.md --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index aaba354..3decb43 100644 --- a/README.md +++ b/README.md @@ -31,6 +31,9 @@

--- +

+ Stratix Python SDK demo: list 217 frontier models in 5 lines of Python +

## Why Stratix? From e379f6a21b126d96c5069eae1d1b0f575fb18e29 Mon Sep 17 00:00:00 2001 From: AJR Date: Wed, 20 May 2026 14:40:34 -0400 Subject: [PATCH 04/10] Update README.md --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 3decb43..6ae54c3 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,6 @@ PyPI Python GitHub Stars - CI Coverage License From bbb523f7888fe284f5d1ee70dc8e069802ac491e Mon Sep 17 00:00:00 2001 From: AJR Date: Wed, 20 May 2026 14:53:00 -0400 Subject: [PATCH 05/10] Update README.md Update competitor table --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 6ae54c3..3082b87 100644 --- a/README.md +++ b/README.md @@ -50,8 +50,8 @@ Stratix is built differently. It gives you production-grade evaluation infrastru | Capability | **Stratix** | LangSmith | Langfuse | DeepEval | Phoenix (Arize) | | ----------------------- | ---------------------------------------------- | -------------------------- | ----------------------- | ------------------- | ---------------------- | -| Pre-built benchmarks | 100+ benchmarks, 200+ models | No public benchmarks | No public benchmarks | ~14 metrics | Bring your own | -| Prompt-level comparison | Native head-to-head with outcome filters | Side-by-side runs (manual) | Not built-in | Manual setup | Not built-in | +| Pre-built benchmarks | 100+ benchmarks, 200+ models | No public benchmarks | No public benchmarks | 30+ metrics | Bring your own | +| Prompt-level comparison | Native head-to-head with outcome filters | Side-by-side runs (manual) | Prompt experiments + side-by-side (UI) | Manual setup | Not built-in | | Custom judge builder | Auto-optimized GEPA judges with budget control | LLM-as-judge (manual) | LLM-as-judge (manual) | Basic LLM judges | LLM-as-judge templates | | Agent trace evaluation | Upload, replay, judge every step | Trace logging + annotation | Trace logging + scoring | Trace logging only | Trace visualization | | Eval generation ladder | Heuristic > model-graded > deliberation > GEPA | Single generation | Single generation | Single generation | Single generation | From da59399b673ecd6e8ee3c88f3d36a99ef7aff3fe Mon Sep 17 00:00:00 2001 From: AJR Date: Wed, 20 May 2026 15:11:35 -0400 Subject: [PATCH 06/10] Update README.md pricing section --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index 3082b87..cd3ef3b 100644 --- a/README.md +++ b/README.md @@ -61,6 +61,10 @@ Stratix is built differently. It gives you production-grade evaluation infrastru | OpenTelemetry export | Native OTLP exporter | Not built-in | Native OTLP | Not built-in | Native (OpenInference) | | Pricing model | Free public data; premium for org features | Per-trace pricing | Per-event pricing | Open source + cloud | Open source + cloud | +## Pricing + +**Free to start.** `PublicClient` is free with an API key–query 200+ models, 50+ benchmarks, and run head-to-head comparisons. Advanced features (traces, custom judges, scorers, CI gates) require **Stratix Premium**. Sign up and purchase credits at [app.layerlens.ai](https://app.layerlens.ai). + ## Installation > [!NOTE] From 2dfe9a2888fc5966db6fcb9e597f704ee7c07d5f Mon Sep 17 00:00:00 2001 From: AJR Date: Wed, 20 May 2026 15:16:35 -0400 Subject: [PATCH 07/10] Update README.md --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index cd3ef3b..df5cc5c 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,9 @@

Stratix Python SDK

- Ship AI that actually works. Evaluate 200+ models across 100+ benchmarks, trace agent behavior, build custom judges, and gate CI/CD on eval results. + Ship AI that actually works. + + Evaluate 200+ models across 100+ benchmarks, trace agent behavior, build custom judges, and gate CI/CD on eval results.

From f03116b6e64d17c505e8859f1e3acb0bbc3e3027 Mon Sep 17 00:00:00 2001 From: AJR Date: Wed, 20 May 2026 15:26:34 -0400 Subject: [PATCH 08/10] Update README.md --- README.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index df5cc5c..3846e8f 100644 --- a/README.md +++ b/README.md @@ -52,8 +52,8 @@ Stratix is built differently. It gives you production-grade evaluation infrastru | Capability | **Stratix** | LangSmith | Langfuse | DeepEval | Phoenix (Arize) | | ----------------------- | ---------------------------------------------- | -------------------------- | ----------------------- | ------------------- | ---------------------- | -| Pre-built benchmarks | 100+ benchmarks, 200+ models | No public benchmarks | No public benchmarks | 30+ metrics | Bring your own | -| Prompt-level comparison | Native head-to-head with outcome filters | Side-by-side runs (manual) | Prompt experiments + side-by-side (UI) | Manual setup | Not built-in | +| Pre-built benchmarks | 100+ benchmarks, 200+ models | No public benchmarks | No public benchmarks | 50+ metrics | Bring your own | +| Prompt-level comparison | Native head-to-head with outcome filters | Side-by-side runs (manual) | Side-by-side runs + Playground/Experiments (UI Supported) | Manual setup | Not built-in | | Custom judge builder | Auto-optimized GEPA judges with budget control | LLM-as-judge (manual) | LLM-as-judge (manual) | Basic LLM judges | LLM-as-judge templates | | Agent trace evaluation | Upload, replay, judge every step | Trace logging + annotation | Trace logging + scoring | Trace logging only | Trace visualization | | Eval generation ladder | Heuristic > model-graded > deliberation > GEPA | Single generation | Single generation | Single generation | Single generation | @@ -117,7 +117,7 @@ comparison = pc.comparisons.compare_models( print(comparison) ``` -That's it — you're comparing frontier models on real benchmark data. **[See full results in the dashboard →](https://stratix.layerlens.ai)** +That's it! You're comparing frontier models on real benchmark data. **[See full results in the dashboard →](https://stratix.layerlens.ai)** ### Next steps @@ -221,9 +221,9 @@ Apache 2.0. See [LICENSE](./LICENSE). **Get started in under 2 minutes:** ```bash -pip install --extra-index-url https://sdk.layerlens.ai/package layerlens[cli] -stratix init my-first-eval -cd my-first-eval && python main.py +pip install --extra-index-url https://sdk.layerlens.ai/package "layerlens[cli]" +export LAYERLENS_STRATIX_API_KEY="your-api-key" +python3 -c "from layerlens import PublicClient; pc = PublicClient(); print(pc.models.get(page_size=5))" ``` Then explore the [Quick Start guide](https://layerlens.gitbook.io/stratix-python-sdk), try a [cookbook recipe](./examples/cookbook/), or [join the Discord](https://discord.gg/layerlens) to ask questions and share what you're building. From 1c61df6b46a54fbdb23da167c960d0ecb67cbbc7 Mon Sep 17 00:00:00 2001 From: AJR Date: Wed, 20 May 2026 15:39:33 -0400 Subject: [PATCH 09/10] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3846e8f..64a2893 100644 --- a/README.md +++ b/README.md @@ -226,7 +226,7 @@ export LAYERLENS_STRATIX_API_KEY="your-api-key" python3 -c "from layerlens import PublicClient; pc = PublicClient(); print(pc.models.get(page_size=5))" ``` -Then explore the [Quick Start guide](https://layerlens.gitbook.io/stratix-python-sdk), try a [cookbook recipe](./examples/cookbook/), or [join the Discord](https://discord.gg/layerlens) to ask questions and share what you're building. +Then explore the [Quick Start guide](https://layerlens.gitbook.io/stratix-python-sdk), try a [cookbook recipe](https://github.com/LayerLens/stratix-python/tree/main/samples), or [join the Discord](https://discord.gg/layerlens) to ask questions and share what you're building. --- From 312021b0c377ee5590dfd1716d5825e65f9b5f77 Mon Sep 17 00:00:00 2001 From: AJR Date: Wed, 20 May 2026 16:23:36 -0400 Subject: [PATCH 10/10] Update README.md Replace Examples section with Samples (surface 70+ samples per HoP feedback) --- README.md | 29 +++++++++++++++++------------ 1 file changed, 17 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index 64a2893..8bbd481 100644 --- a/README.md +++ b/README.md @@ -161,18 +161,23 @@ layerlens/ error_suggestions.py # Context-aware error messages ``` -## Examples - -See the [`examples/`](./examples) directory for integration patterns: - -| Example | Description | -| --------------------------------------------------------- | -------------------------------------- | -| [LangGraph](./examples/integrations/langgraph_example.py) | Trace and evaluate a LangGraph agent | -| [CrewAI](./examples/integrations/crewai_example.py) | Evaluate CrewAI multi-agent workflows | -| [AutoGen](./examples/integrations/autogen_example.py) | Instrument AutoGen conversations | -| [CI/CD Gate](./examples/cookbook/ci_eval_gate.py) | Block deploys on eval regression | -| [Custom Judge](./examples/cookbook/custom_judge.py) | Build and optimize a domain judge | -| [Prompt Playground](./examples/playground/) | Compare prompt variations side-by-side | +## Samples + +The [`samples/`](./samples) directory contains 70+ production-ready samples organized by use case. See [`samples/README.md`](./samples/README.md) for the full index. + +| Category | Description | +|---|---| +| [Core samples](./samples) | Quickstart, traces, evaluations, judges, async workflows | +| [Industry solutions](./samples/industry) | Healthcare, financial, legal, government, retail, insurance | +| [CI/CD integration](./samples/cicd) | Quality gates, pre-commit hooks, GitHub Actions workflow | +| [Multi-agent (Cowork)](./samples/cowork) | Generator-Evaluator, Code Review, RAG, Incident Response patterns | +| [Content-type evaluations](./samples/modalities) | Text, brand, and document quality scoring | +| [LLM provider integrations](./samples/integrations) | OpenAI, Anthropic, LangChain tracing and instrumentation | +| [MCP server](./samples/mcp) | Expose LayerLens as tools for Claude, Cursor, and any MCP-compatible assistant | +| [CopilotKit CoAgents](./samples/copilotkit) | Full-stack LangGraph + generative UI components | +| [Claude Code skills](./samples/claude-code) | Slash commands for managing LayerLens from the Claude Code CLI | +| [OpenClaw agent evaluation](./samples/openclaw) | Trace, evaluate, and monitor OpenClaw autonomous agents | +| [Sample data](./samples/data) | Pre-built traces, test datasets, and industry evaluation data | ## Used By