Stop the Apple Music app from launching
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Practical writing on software architecture, SaaS products, AI automation, legacy modernisation, and the business of building reliable systems.
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We containerized production years ago. We containerized CI not long after. And yet the place where engineers actually spend the bulk of their workday — the local development loop on a laptop — is still, for most teams, the least reproducible part of the stack. This is the story of why that happens, why it's gotten worse rather than better in the last few years, and what I ended up building to fix it for my own work.
The cars are too big to race well, but the competition for pole position is thrilling.
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Building event-driven multi-tenant SaaS applications typically requires compute isolation between tenants to prevent data leakage, maintain security boundaries, and ensure compliance. Traditionally, you had to choose between two approaches: sharing execution environments across tenants (risking cross-tenant contamination of in-memory state) or managing separate Lambda functions per tenant (which introduces operational overhead, increasing costs, and complicating […]
With access to the latest generative AI models and high-performance accelerated compute in high global demand, AWS customers need tools to take advantage of model availability and capacity across multiple AWS Regions, while still meeting their security and privacy requirements. cross-Region Inference (CRIS) on Amazon Bedrock meets these needs by automatically routing requests across multiple […]
Amazon Bedrock AgentCore Runtime gives each agent session its own isolated microVM with a persistent workspace, secure tool access through Gateway, and built-in observability—so you can run Claude Code, Codex, Kiro, and Cursor in parallel without sharing secrets, ports, or filesystems. Close the lid, go to dinner, and pick up where you left off tomorrow.
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