Spandana Kodali
Product marketing professional with expertise in enterprise messaging, go-to-market strategy, product positioning, and competitive differentiation. With 6 years of experience spanning sales, marketing, and product marketing, I’ve led high-impact product launches and accelerated pipeline growth. By aligning positioning with customer needs and market dynamics, I’ve driven product awareness and adoption.
Articles by this author
The scaling paradox of harness engineering
Harness engineering gives teams more control over agent performance. It also creates more dependencies that have to stay aligned for that performance to hold. At scale, keeping agent performance on track becomes very challenging manually as the system changes and production reveals new failure modes. Loop Engineering turns that into a continuous feedback process. Production performance informs what needs to change, and each change is validated against goals the agent is expected to deliver.
Why prompt version control matters in agent development
Prompts increasingly shape how AI agents behave, make decisions, and operate within enterprise workflows, making uncontrolled changes a significant operational risk. This blog explains why prompt version control brings software engineering discipline to agent development through change histories, traceability, comparisons, testing, and rollback. It shows how structured prompt management improves reliability, auditability, collaboration, troubleshooting, and governance as enterprises deploy AI agents at scale.
No-code agent platforms: Accelerating AI in the enterprise
As demand for enterprise AI grows, limited engineering capacity can slow the move from experimentation to deployment. This blog explains how no-code AI agent builders let business and technical teams visually create, test, and refine agents using reusable prompts, tools, connectors, and templates. It also outlines what enterprises should look for in a no-code platform to accelerate development while maintaining consistency, collaboration, and scalability.
