Technology Stack for AI Agents, Modernization & MVPs
The technologies we use to put AI agents into production, upgrade aging Django and Python software, and take prototypes to production for startups and SMBs worldwide.
Start With the Service Lane
Pick the business problem first, then use the stack details below to check technical fit.
AI Agents in Production
Teams with a stalled AI pilot, or a back-office workflow (documents, support, internal knowledge) that eats hours every week.
Open pageModernization & Upgrades
Products on Django 4.2 or older, Python 3.10 or older, Heroku or Amazon Linux 2, or with a cloud bill and response times that keep creeping up.
Open pagePrototype to Production
Founders with an AI-built or early-stage app heading into real users, a security review or investor due diligence.
Open pageAI / RAG Systems
Technologies we use to build practical AI products, internal knowledge systems, and retrieval-backed experiences
LLM Integrations
Model integrations for chat, retrieval, copilots, and workflow automation inside business products
Best for: AI support assistants, internal copilots, product search, workflow automation
Search, Retrieval & Knowledge Workflows
Retrieval-backed systems over documents, structured data, FAQs, and operational knowledge
Best for: RAG systems, enterprise search, support knowledge bases, private document Q&A
AI-Ready Product Architecture
Backend and product structures that make AI features useful, maintainable, and grounded in your own systems
Best for: AI feature integration, search UX, automation pipelines, internal tools
Product Engineering
Full-stack delivery for SaaS products, dashboards, portals, and user-facing applications
Python & Django
Reliable backend systems for SaaS products, business workflows, internal tools, and complex product logic
Best for: SaaS products, operational platforms, admin systems, product backends
React, SvelteKit & Modern Frontend
Modern interfaces for dashboards, portals, onboarding flows, admin panels, and AI-facing product experiences
Best for: SaaS platforms, portals, dashboards, search/chat interfaces
FastAPI & APIs
Async, typed APIs and service layers for integrations, product features, and workflow-heavy systems
Best for: Integrations, product APIs, service layers, internal automation
Modernization & Upgrades
Technologies we use to stabilize, upgrade, and migrate aging systems into maintainable products
Django & Python Upgrades
Version upgrades, dependency cleanup, and architecture improvements for older Django and Python systems
Best for: Legacy Django apps, unsupported codebases, rescue and recovery work
PostgreSQL, Redis & Search Infrastructure
Core infrastructure for improving data reliability, performance, caching, and product search during modernization work
Best for: Backend modernization, search, performance tuning, operational scaling
Framework & System Migration
Structured migration paths away from brittle systems, with a focus on maintainability and business continuity
Best for: Legacy migration, product rebuilds, phased modernization, handover recovery
Infrastructure & Delivery
Cloud, containers, and delivery systems that support reliable product execution and modernization
AWS & GCP
Cloud infrastructure for product delivery, scaling, migrations, and operational resilience
Docker & Deployment Tooling
Containerized delivery and repeatable environments for modern products and migration projects
CI/CD Pipelines
Automated testing, deployment, and release workflows for more reliable engineering output
Additional Capabilities
Secondary capabilities we still support where they fit the product or migration context
Flutter & React Native
Cross-platform mobile development when mobile apps are part of the wider product roadmap
Best for: Mobile product extensions, cross-platform delivery, app-linked workflows
Analytics & BI Integrations
Dashboards, reporting layers, and data integrations that support decision-making and product visibility
Best for: Operational dashboards, internal reporting, product analytics, business intelligence
Open Source Contributions
Explore our open-source projects and contributions to the developer community
View GitHub ProfileWhat Our Clients Say
"MicroPyramid is a great place to go to if you are looking for passion as an ingredient for your enterprise or project. They understand the future, and the craft of manifesting your vision. In our case they actually made one of our dreams come to life."
"MicroPyramid team forms a strong partnership. They are our valued development partners specifically because they have a passion for inclusive finance that cannot be matched by most development houses. They are competent with unique ideas and thorough in their process."
"Ashwin and MicroPyramid have consistently and professionally delivered to my ever-changing specifications. Project changes are met with cheerfulness and enthusiasm. They are quick to deliver and have an in-depth knowledge of the industry."
"MicroPyramid team is a life saver. Found them after trying multiple development teams for Python Django development and they are best to work with and highly talented. They know how to deploy apps to AWS and understand customer needs."
Discuss Your Product, Migration, or AI Build
If you need a senior-led team to build a product, modernize an aging system, or implement useful AI features, we can help you choose the right stack and execution path.