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Multi-Agent AI framework for automated software delivery

Senior AI Engineer2025Danya K.
Danya K.
Danya K.

Senior AI Engineer

LLM & AI Agents

Key Expertise

Multi-Agent SystemsLLM API IntegrationRAG SystemsPrompt OptimizationAgent Orchestration

Experience

13+ years

Timezone

CET (UTC +1)

Skills

AI / ML

LLM APIsPrompt optimizationCoding agentsRAGToken usage optimizationMulti-agent ArchitectureDSPy

Languages

PythonPowerShell

Databases

Vector search

Infrastructure

Deployment scripts Assisted remediation workflowsCloud watchersLocal development toolingService health checksLog ingestion & metadata enrichmentHigh-load architecture

Frameworks

OpenCode-based workflows

Integrations & Protocols

Document processingExcel automationEvent dataCRM integrationsAPI integrationsCustom provider routerAnalytics pipelines & data processingStatic code analyzers & test automation
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Overview

Custom multi-agent AI development framework for assisted software delivery. The system coordinates specialized agents for architecture planning, implementation, debugging, testing, review, static analysis, and project execution, enabling faster movement from product idea to working demo.

Achievements

Built a multi-agent architecture for coding, testing, and review workflows Added agent roles for implementation, investigation, verification, and orchestration Supported product demo creation from scratch Reduced repetitive engineering work Enabled long-running assisted development sessions while keeping human approval and review steps in the loop

Responsibilities

  • Designed agent architecture, routing rules, and task delegation
  • Created workflows for code generation, test execution, static analysis, and review
  • Integrated agents with local development context
  • Defined guardrails for safer automation
  • Refined the framework through real product demo development

Technologies Used

OpenCode-based workflowsMulti-agent ArchitectureLLM APIsCoding agentsStatic code analyzers & test automationLocal development toolingPowerShell
Danya K.

This project was delivered by

Danya K.

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