Research And Engineering
Technical deep-dives, benchmarks, and architecture decisions from the Nile Squad Labz team.
A Framework for Policy-Aware Agentic Autonomy
How Delta enforces 15+ enterprise policies at the runtime level. A technical deep-dive into our policy engine architecture and the trade-offs we made for safety without sacrificing performance.
Bun vs Node: Why We Chose the Bun Runtime for Nile.js
Benchmarks, developer experience comparisons, and the architectural decisions behind building a framework on Bun. Cold start times, memory usage, and real-world throughput numbers.
Building Payment Infrastructure for Africa
The engineering challenges of multi-gateway routing, automatic failover, and maintaining transaction integrity across mobile money providers with varying reliability.
The Result Pattern: Eliminating Uncaught Exceptions in TypeScript
How Ok/Err returns from slang-ts create predictable error handling across entire APIs. Practical patterns for migrating from try-catch to Result-based error handling.
Delta Agents v2.0: Production Ready
New integrations, improved policy engine performance, and enterprise-grade SLAs. A summary of the changes and what they mean for production deployments.
Action-Based Architecture: A Practical Guide
How Nile.js uses single-responsibility actions composed into services to reduce complexity. Patterns for validation, authorization, and error handling at scale.
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