Avles Labs
AL-001 · VER 1.0
STUDIO SPECIFICATION

Software, engineered.1

Avles Labs is an independent software engineering and architecture practice. We design and build AI-powered systems that turn emerging technology into practical business value.

§1

Reference architecture

INTERFACES Voice Agents AI Assistants Agent Teams Smart Devices APIs · events TRUST BOUNDARY Gateway identity policy · limits Models frontier · open · on-device Agent runtime plan · act · check state · budgets Context retrieval · memory · data Human review when it matters Verify schemas · evals policy · grounding retry Tools APIs · code · MCP devices OBSERVABILITY traces · evals · cost · drift R3 R1 R4 R2 R5 INTERFACES Voice Agents AI Assistants Smart Devices Agent Teams APIs · events TRUST BOUNDARY Gateway identity policy · limits Models frontier · open on-device Context retrieval memory · data Agent runtime plan · act · check state · budgets Verify schemas · evals · policy retry Human review when it matters Tools APIs · code · MCP OBSERVABILITY traces · evals · cost R3 R1 R4 R2 R5
FIG. 1 — AI-native system, indicative only. Models are components: routed, checked, observed and replaceable.R1–R5 refer to §2.
§2

Requirements

RefPropertyRequirement
R1ReliableIt MUST keep working when parts of it fail, models included.
R2RobustIt MUST handle the input nobody planned for, including its own models' output.
R3SecureIt MUST treat every boundary as hostile, including the one between a model and its tools.
R4InnovativeIt SHOULD use new technology, AI included, wherever it earns its place.
R5CraftedIt MUST be observable, and clear enough that the next engineer can own it.

MUST and SHOULD are used as defined in RFC 2119. Rulers and dimensions on this page are CSS pixels, measured live in your browser.

§3

Scope

  • Large-scale platforms
  • AI systems & agents
  • Voice
  • IoT & connected devices
  • Developer tools
  • and whatever comes next.