Field notes from principal-scope platform work.
Case studies, essays, and tools on safety-critical platforms, workflow orchestration, and AI-augmented engineering — the work that backs the writing at case studies and the field notes on the blog. For the person behind the work, see ericcaskey.com.
Platform-enforced safety for automated infrastructure operations. Teams build workflows; the platform ensures they meet reliability standards before anything executes.
Infrastructure observability standardized at enterprise scale — 400,000+ monitors at Prudential, and monitoring standards adopted across thousands of services at Amazon.
A spec architecture where AI agents inherit curated context rather than full codebases — the methodology behind caskeycoding.com, applied to production platform infrastructure.
Portfolio Research · Stock Grading
A structured investment committee framework for evaluating equities. Score any stock across five weighted dimensions — growth, valuation, financial health, competitive moat, and analyst consensus — and receive a letter grade with a written committee summary.
Open Tool →Garmin Integration · AI Coaching
Connect your Garmin account to visualize training load, weekly mileage, heart rate zone distribution, and long run history. Chat with an AI coach powered by AWS Bedrock — contextualized to your actual training data.
Open Platform →Latest post
Context architecture beats documentation dumps The instinct, when an AI agent gets something wrong, is to give it more. More docs, more examples, more of the codebase pasted into the prompt. It feels like the responsible…