Exploring the echoes reverberating through time left by the technology of yesterday as we embrace the technology of tomorrow.
Manifests are snapshots; lineage is a graph. The genetic metaphor, descent, inheritance, mutation, gives an AI pipeline the vocabulary to track what every artifact inherited from where, and the design discipline to treat provenance as a first-class artifact instead of metadata.
If you design traceability for compliance, you almost never get the debugging case. If you design for debugging, the 3am 'where did this payment go' case, the audit trail falls out for free. The reframe, what each shape of trace looks like, and why one is strictly more powerful than the other.
Subscription, per-resolution, outcome-based. The pricing decision tree, the cost-of-goods math, and the free-tier question, closer for the operate series.
One backend, two surfaces. Customer asks and gets an answer. Consultant supervises the queue, approves, denies, and mines for patterns.
When a consultant signs up, how do they get from 'I have secret sauce' to a live AI surface in five minutes? Onboarding as a first-class feature.
Sonnet, Haiku, Opus, Llama. Picking the right Bedrock model per use case using evals, not gut feel, and knowing when to switch.
Closing the AI MVP series. What you can safely skip on day one, what you absolutely can't, and what the first 30 days of customers will teach you that nothing else can.
When data leaves a regulated universe for an analytics one, what crosses isn't the data, it's a downgraded version of it. Plain downgrade rules, enforcement, audit trail, and a human approval step for first-of-pattern transfers.
The wiring between a cloud AI product and a local Mac Studio. SQS for events, S3 for artifacts, EventBridge for schedules, signed manifests for the round-trip.
Google I/O ships Gemini 3.5, Antigravity 2.0 with a CLI that built a working OS in 12 hours, AI Mode at 1B MAU. Meta cuts 8,000 with a $21B CoreWeave bet behind it. BCG: AI data centres hit two-thirds of US home electricity by 2030. The Stratos campus moves; Florida's pipeline gets denser.
The smallest setup that lets you ship an AI MVP without breaking things. CDK, GitHub Actions, three environments, migrations and secrets handled honestly.
Runway math for an AI MVP with zero customers. What the AWS free tier actually covers, what bites you, and when local pays back.
