bradshaw.cloud: Audio Edition

AI changes the job of an internal developer platform. Model access, data context, evaluation, agent runtime, cost attribution and policy now need a supported path, not six teams inventing six different stacks.

Read the written version, with its diagrams and tables: https://bradshaw.cloud/writing/ai-platform-operating-model/

Personal views, not those of my employer.

How Progressive Web Apps leverage distributed and edge cloud services for faster load times, offline resilience, and improved user experiences.

Read the written version, with its diagrams and tables: https://bradshaw.cloud/writing/akamai-edge-cloud-pwas/

Personal views, not those of my employer.

Many AI requests are process-ownership and decision-rights problems that arrive as tool requests. A five-question test to run before funding one, and where to route a request that fails it.

Read the written version, with its diagrams and tables: https://bradshaw.cloud/writing/ai-problem-or-process-problem/

Personal views, not those of my employer.

An AI agent can act with or without a human in the loop. That needs more than a credential: a named sponsor, bounded mandate, scoped permissions, explicit autonomy and an evidence trail that survives an incident review.

Read the written version, with its diagrams and tables: https://bradshaw.cloud/writing/ai-agent-identity-beyond-service-accounts/

Personal views, not those of my employer.

The class of models that decide instead of chatting — why a typed probability in milliseconds is worth more, and costs less, than a frontier paragraph.

Read the written version, with its diagrams and tables: https://bradshaw.cloud/strategy/system-one-models/

Personal views, not those of my employer.

Stop building a specialist agent for every job. Capture process, toolbox and proof in a playbook a general agent can run — and put every correction back into the folder.

Read the written version, with its diagrams and tables: https://bradshaw.cloud/strategy/ai-delegation-loop/

Personal views, not those of my employer.

The caller is no longer a person. The identity, task-scoping, reversibility gates, and observability an API estate needs once autonomous agents hold the credentials.

Read the written version, with its diagrams and tables: https://bradshaw.cloud/strategy/agentic-api-security/

Personal views, not those of my employer.

Data residency is one control in a larger AI sovereignty model. Score data, models, operations, jurisdiction and exit paths before you choose a deployment.

Read the written version, with its diagrams and tables: https://bradshaw.cloud/strategy/sovereign-ai/

Personal views, not those of my employer.

A local model region answers one question about location. Sovereign AI also requires control of prompts, embeddings, model provenance, operations, jurisdiction and a tested exit path when conditions change.

Read the written version, with its diagrams and tables: https://bradshaw.cloud/writing/data-residency-is-not-sovereign-ai/

Personal views, not those of my employer.

AI does not replace platform engineering. It expands the platform’s job from delivery pipelines to model access, data context, evaluation and agent governance.

Read the written version, with its diagrams and tables: https://bradshaw.cloud/strategy/ai-platform-operating-model/

Personal views, not those of my employer.