Engineering8 min read
Building AI Agents for Production: Lessons from the Field
What we've learned deploying autonomous AI agents in real business environments—from architecture decisions to guardrails that actually work.
Dec 15, 2025
Stage 4·Product teams expanding proven platforms
Scale what works.
We help growing teams add capabilities, optimize performance, and expand their platforms while maintaining velocity and code quality.
40%
faster feature delivery
60%
performance improvement
3x
team velocity
50%
less tech debt
Common challenges at this stage
01Maintaining velocity while scaling
02Managing technical debt
03Adding AI capabilities
04Expanding the team effectively
What you'll achieve
01
Faster feature delivery
Ship new capabilities in days instead of weeks with streamlined development processes.
02
Improved performance
Eliminate bottlenecks and reduce load times for better user experience and conversion rates.
03
Reduced technical debt
Clean up legacy code and modernize systems without disrupting ongoing development.
04
Scalable team practices
Establish engineering standards and processes that maintain quality as your team grows.
How we work together
01
Assessment
Analyze your current architecture, performance bottlenecks, and growth opportunities.
02
Roadmap Planning
Prioritize features and improvements based on user needs and business impact.
03
Sprint Execution
Embedded team members deliver new capabilities alongside your existing team.
04
Knowledge Transfer
Document patterns, train your team, and ensure sustainable long-term velocity.
Relevant services
View all servicesFrequently asked questions
They work as embedded members of your team—same standups, same tools, same processes. The goal is seamless collaboration, not a separate external team.
Yes. We can help with technical interviews, define role requirements, and mentor new hires to get them productive quickly.
We work with your product team to understand user needs and business goals. We don't just build features—we help identify which ones will have the most impact.
We establish and enforce engineering best practices—code review, testing, documentation—that maintain quality even as the team and codebase grow.
Is your organization ready for AI?
Take our free 40-point assessment and find out in 10 minutes.
Case Studies
Products we've designed, built, and shipped for teams across industries.
IInsights
From our team
View allStrategy10 min read
From MVP to Scale: Technical Decisions That Matter
The architectural choices you make in your MVP will haunt you—or help you—when you need to scale. Here's how to get them right.
Nov 28, 2025AI/ML9 min read
RAG Beyond the Basics: Advanced Retrieval Strategies
Vector similarity search is just the beginning. Here's how to build RAG systems that actually work for complex enterprise use cases.
Nov 10, 2025Ready to start building?
Share your project details and we'll get back to you within 24 hours with a free consultation—no commitment required.
Registered Office
Boolean and Beyond
825/90, 13th Cross, 3rd Main
Mahalaxmi Layout, Bengaluru - 560086
Operational Office
590, Diwan Bahadur Rd
Near Savitha Hall, R.S. Puram
Coimbatore, Tamil Nadu 641002