Cache Hit Rate Optimization for Dynamic and Personalized Content
Move dynamic data to the end of prompts to unlock cache efficiency.
Simone Achebe
Contributing Editor
Simone Achebe
Simone covers the developer tooling and autonomous systems beat, drawing on a background in distributed systems research at a public university in Lagos before relocating to cover the North American tech industry. She has been writing about the human factors in software delivery pipelines since before 'developer experience' became a product category.
15 stories
BGP Anycast and Network-Layer DDoS Absorption Architecture
Distributed anycast turns massive DDoS floods into manageable slices across hundreds of locations.
Simone Achebe
WAF Rule Tuning to Eliminate False Positives in Production
Structured tuning prevents the security decay that costs organizations millions.
Simone Achebe
End-to-End Testing Strategies for Distributed Edge Applications
Cross-service failures hide in timing gaps that unit tests can't see and that dashboards gloss over.
Simone Achebe
Secrets Management for Serverless and Edge Worker Applications
Inject secrets at the Worker runtime layer, not fetched from a vault during execution.
Simone Achebe
Migrating from AWS Lambda to Edge Workers Without Rewriting Business Logic
Remove cold starts and run business logic from edge locations instead of distant regions.
Simone Achebe
Infrastructure-as-Code for Global Edge Network Configuration
How codifying network config in version control replaces manual edge deployments.
Simone Achebe
Data Residency Constraints in Cross-Border AI Inference
Hosting AI models abroad can quietly violate data protection laws with every API call.
Simone Achebe
Auditing and Logging AI Agent Actions for Compliance
Only 17% of firms log where AI agent errors actually compound—between agents themselves.
Simone Achebe
AI Inference Routing and Model Fallback Strategies
AI systems need routing and fallback layers to survive provider outages without going down.
Simone Achebe
Access Control and Scoping for MCP Tool Servers
Most MCP deployments lack access controls, leaving agents with dangerous tool permissions.
Simone Achebe
AI Agent Identity and Authentication Between Services
Most organizations lack basic governance for AI agent identities growing 25% annually.
Simone Achebe
Agentic Workflow Orchestration Patterns in Production
Five patterns for coordinating concurrent agents without chaos or replay costs.
Simone Achebe
How MCP Servers, Clients, and Hosts Fit Together in an Enterprise Portal
MCP leaves permission, audit, and identity governance to enterprises to solve themselves.
Simone Achebe
How Prompt Injection Widens When MCP Tools Touch Live Systems
Agents with write access turn prompt injection from nuisance into real threat.
Simone Achebe