Who uses Akka
Akka serves builders, operators, and governance teams. Find the documentation path for your role.
Builders
Application Developers
The broadest group — from senior distributed systems engineers to developers with no distributed systems background. Golden paths and Spec-Driven Development enable consistent delivery regardless of skill level.
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Spec-Driven Development — The primary way to build with Akka
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Tutorials — Hands-on walkthroughs
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SDK Components — Agents, Workflows, Entities, Endpoints, Views, Consumers, Timed Actions
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Integrations — Connect to external systems
AI/ML Engineers
Focused on agent design, prompt engineering, model selection, and guardrail tuning.
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Agents — Build AI-backed agents
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Guardrails — Runtime policy enforcement
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Model Provider Configuration — Anthropic, OpenAI, Google, AWS Bedrock, and more
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Agent Memory — Session and durable memory
Product Managers / Business Analysts
Spec-Driven Development means you do not need to write code. Describe requirements in plain language and contribute to system design.
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Spec-Driven Development — Author specs, not code
Operators
Governance & Oversight
Compliance Analysts
Use explainability tooling, interaction logging, and causal analysis to satisfy regulatory requirements.
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Governance & the runtime — Why bolt-on governance fails
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Guardrails — Runtime policy enforcement
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Data sanitization — PII scrubbing with right to explain
Customer Stories
Akka is trusted by innovative, regulated, and global enterprises. More than 2 billion people touch an application powered by Akka every day.
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AI/Agentic: Swiggy, Manulife, Llaama, MrCall, DeductiveAI
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Financial Services: Capital One
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Manufacturing/IoT: Renault, John Deere, CERN
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Telecom: Verizon