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How we keep agent behavior in configuration—so product and domain experts can ship workflows without redeploying the orchestration service. A deep dive into the agent document contract, step types, auto_tools, streaming, and tracing.
Engineering Team
When your training data looks nothing like production. How we built a company size classifier using feature group dropout, multiplicative gating, and XGBoost to handle covariate shift in sparse, multi-source B2B data.
Principal Data Scientist
How we expose Enlyft's agent capabilities through Model Context Protocol (MCP)—a standard, discoverable way for partners, products, and AI assistants to use our tools, resources, and prompts without custom glue.
Engineering Team
One good turn deserves another. Lucky for us, the decision-makers at Enlyft seem to agree—because that's exactly how the second edition of our Global Hackathon came to life. After the success of last year's event, the question wasn't if we'd do it again, but how much better we could make it.
Software Engineer
How we built a production-ready agentic framework that powers Enlyft's AI-native B2B insights platform. Learn about our architectural principles, orchestration patterns, and operational habits that make agent systems scalable and maintainable.
Engineering Team
In the world of data engineering, managing complex data pipelines with multiple dependencies, transformations, and validations is a challenging task. Our inhouse data pipeline framework provides a sophisticated solution for data workflows by introducing two fundamental abstractions: ingestion nodes(raw inputs) and transformation nodes (computed outputs).
Data Engineer
Starting your first job feels like standing at the edge of something big - you know it’s going to change you, but you don’t yet know how. As a 2025 batch of graduates who joined Enlyft on July 1st, that moment marked the shift from the structured world of academics into the fast-paced, collaborative environment of a startup. Different colleges, different journeys, but the same excitement, nerves and hope about what lay ahead.
Aditi Sathe, Shruti Pagar & Sakshi Sethi
Associate Software Engineers
At Enlyft, our commitment to transforming customer acquisition and intelligence for B2B companies is driven by a powerful, innovative ...
Head of Engineering
Discover how Enlyft's inaugural global hackathon brought together our engineering teams to innovate, collaborate, and build solutions that deliver value now. Iterate Fast, Learn Faster, and Move quickly to test ideas.
Head of Engineering