April 30, 2026 · Kin Lane

Elevate an Existing API: From Pass-Thru to Capability

I keep getting pulled into rooms where the proposed answer to 'our API is hard to consume' is to rewrite it. That is almost never what the situatio...

April 30, 2026 · Kin Lane

Determinism Is the Substrate. Non-Determinism Is the Surface.

Most enterprise AI rollouts fail in one of two ways: they treat the entire stack as non-deterministic and end up with agents that hallucinate again...

April 30, 2026

Naftiko Capabilities for Azure API Management

Azure API Management is Microsoft’s enterprise API gateway platform, tightly integrated with the Azure ecosystem. It handles API lifecycle manageme...

April 29, 2026 · Kin Lane

Does Your MCP Have Telemetry?

Most MCP servers in production today are observability dead-zones. You can call them, but you cannot see what they did, how long it took, who paid ...

April 29, 2026

Naftiko Capabilities for Apinizer

Apinizer is an API management and gateway platform focused on enterprise API governance, security, and monitoring. It provides a centralized view o...

April 28, 2026 · Kin Lane

Rightsize AI Context: Stop Shoving Whole Payloads Into Prompts

Upstream APIs were never designed with a language model in mind. They return the envelope the product team needed on a Tuesday afternoon in 2019 — ...

April 28, 2026

Naftiko Capabilities for APIPark

APIPark is an open-source AI gateway and developer platform that combines API management with AI model access management. It is built specifically ...

April 27, 2026 · Kin Lane

Convert CSV to JSON From Multiple Sources With One Naftiko Capability

Every enterprise has CSV drops they pretend aren't APIs — a payroll export, a vendor price list, a warehouse inventory file. The CSVs already exist...

April 27, 2026

Naftiko Capabilities for APIIDA

APIIDA is a federated API management platform designed for enterprises that operate multiple gateways. It provides a unified control plane that spa...

April 26, 2026 · Kin Lane

Five Problems Heads of AI Face Right Now

The Head of AI role is now the connective tissue between executive AI ambition and the engineering reality of MCP servers, third-party services, an...

April 26, 2026

Naftiko Capabilities for Apache APISIX

Apache APISIX is a high-performance, cloud-native API gateway built on NGINX and etcd. It handles routing through a declarative configuration model...

April 25, 2026

Naftiko Capabilities for Ambassador Edge Stack

Ambassador Edge Stack is a Kubernetes-native API gateway and ingress controller built on Envoy Proxy. It manages the traffic surface of Kubernetes ...