LLM Reference
47 tools5 stagesBuild to production

Builder tools mapped to the LLM stack stage.

Browse the toolchain by the decision Mira is making now: build, evaluate, observe, route, or fine-tune.

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47 tools
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Build

28

Frameworks, app surfaces, RAG stores, agents, and workflow primitives.

BuildBuild
BuildBuild
BuildProtocol Framework
BuildBuild
BuildBuild
BuildChat
BuildMemory
BuildChat
BuildAgent Framework
BuildBuild
BuildBuild

AI content marketing platform with a 15-step research-to-publish pipeline, BM25 competitor scoring, and AI-tell humanization — see the FastWrite content engineering blog (opens in new tab) for write-ups on AEO, citation tracking, and content refresh.

BuildBuild
BuildBuild
BuildBuild
BuildFramework
BuildBuild
BuildOrchestration
BuildFramework
BuildAgent Framework
BuildMemory
BuildFramework
BuildMemory
BuildBuild
BuildFramework
BuildBuild
BuildOrchestration
BuildMemory

Eval

5

Test sets, prompt reviews, regression checks, and model quality scoring.

EvalEvaluation
EvalEvaluation Framework
EvalOrchestration
EvalEvaluation
EvalEvaluation Framework

Observe

6

Tracing, monitoring, usage analytics, and production behavior review.

ObserveObserve
ObserveEvaluation
ObserveEvaluation
ObserveObserve
ObserveEvaluation
ObserveEvaluation

Route / gateway

6

Serving, gateways, inference routing, local runtimes, and tool APIs.

RouteRoute
RouteServer
RouteRoute
RouteRoute
RouteRoute
RouteModel Serving

Fine-tune

2

Datasets, weights, adapters, hosted training, and model customization.

Fine-tuneFine-tune
Fine-tuneFine-tune