Akka Specify

Software that stays free of technical and knowledge debt.

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Software, delivered.

Akka Specify builds agentic systems from your specifications and releases only what meets your definition of done. Your specifications become checks that are verified continuously. Any change that drifts fails before it ships.

CLEAN
No debt as it ages
TRUE
Specs match what runs

Specifications and systems that never drift.

Akka Specify generates the system, audits it against your exit conditions, and blocks drift.

YOUR DEFINITION OF DONE CATALOG · 1,210 EXIT CONDITIONS Functional Security & compliance Reliability Performance Agentic AI safety Documentation & training DESIGN DEV SPECGoals · requirements · knowledge EVAL MATRIXRisk · operations · improvement BUILD Services Workflows APIs UI Tests Docs EXIT CONDITIONS Functional Security & compliance Reliability Performance Agentic AI safety Documentation & training RELEASED 0 BACK TO BUILD YOU UNATTENDED

Delivered in weeks.

Greenfield
From your specifications to a running system in weeks.
Modernization
What the legacy code does becomes checks the modern system must pass.
Verified parity
The rebuilt system reproduces the old behavior, and the checks prove it.
Your Specification
Customer Loyalty Service

A points-based loyalty program with tiered membership, reward redemption, and real-time balance tracking.

Entities
  • LoyaltyAccount — earn, redeem, tier evaluation
  • RewardsProgram — catalog rules, partner integrations
Business Rules
  • Rolling 12-month expiry from last earn activity
  • Grace period before tier downgrade
  • Reward catalog synced daily from external API
Views
  • CustomerDashboard — balance, history, current tier
  • AdminOverview — program metrics, tier distribution
EDGE DOMAIN VIEWS · TIMED ACTIONS HTTP ENDPOINTREST Endpoints EVENT SOURCEDLoyaltyAccount KEY VALUERewardsProgram WORKFLOWRedemption VIEWCustomerDashboard VIEWAdminOverview CRON: DAILYExpiryTimer

Test, evaluate and red-team before release.

IntegrationEvalsAdversarial
Integration tests
Integration tests
Eval results
Eval results
Red team results
Red team results

Works with the toolchain you already have.

Akka Specify runs inside the tools your teams use today and builds on what they already do.

You define what done means, and what must never happen.

Define corporate exit conditions and prohibitions that can be mandatory or optional for each project. Choose from our catalog of 1,210 exit conditions.

Functional · 80Data integrity · 99Reliability · 88Performance · 80Security & compliance · 101Operability · 84Experience · 97Documentation & training · 90Repository hygiene · 93Pipeline & scanning · 73Code & test health · 92Environment & dependencies · 74Process integrity · 63Build efficiency · 54Agentic AI safety · 11Content & brand governance · 12Enterprise integration · 9Infrastructure & deployment · 10

It runs inside the assistant your developers already use.

Install the Akka plugin in the harness each team has chosen. Nobody changes how they write software.

Claude CodeGemini CLICodex CLICursorVS Code + Copilot

It runs in the repo you already have.

Everything Akka Specify produces is versioned beside the code it describes.

It uses the pipeline you already run.

Akka Specify writes a workflow into your repo and confirms it runs on every merge, whichever CI system your teams already know.

GitHub Actions · GitLab CI · Jenkins · CircleCI · Azure DevOps · Bitbucket · TeamCity · Bamboo · Buildkite · Travis CI · Drone · Concourse · Tekton · Argo CD · Spinnaker · Octopus Deploy · AWS CodePipeline · Cloud Build · Codefresh

Your scanners stay your scanners.

SAST, secret, and dependency scanning run where they run today. Akka Specify reads their results and keeps them with the spec.

Snyk · SonarQube · Checkmarx · Fortify · CodeQL · Trivy · Aqua · Prisma Cloud · Black Duck · Sonatype · Dependabot · JFrog Xray · Qualys · Burp Suite · Bandit

Deploy where you already deploy.

Ship to the Akka Agentic AI Platform, or keep your own deployment system and record each release against the spec. Deploying on Akka asserts three conditions — observability, resilience, and scalability — as covered by the platform, with no auditor for your teams to write.

Your software factory, modernized.

RewritesAkka Specify rebuilds the system from its specs when the stack changes, so it never needs a rewrite.
TurnoverThe spec lives with the code, AI understandable by anyone new to the project.
CapacityHow much you can change stops depending on who knows the code.
PartnersIntegrators build to your standard, and leave no debt behind.
PortabilityThe specs let you rebuild the system anywhere, including off Akka.

An integrated platform.

The platform uses smart shared abstractions to make every AI system as efficient as possible.

Akka Specify

Modernize how you build software, and keep it modern.

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