Theme
Comparison 3 - Migration Decision Ledger
A scenario-led infrastructure migration comparison with tabbed tradeoff records.
A migration recommendation should change when the operating constraint changes.
Explore three realistic starting points. Each ledger keeps delivery, operational, and assurance tradeoffs in view.
Greenfield
A new event-processing product can choose its foundations before customer data and operating habits make them expensive to change.
Direction: Start on Northstar, but keep the first data boundary portable.
- Delivery
- Stay and optimize Build on the familiar queue stack and reuse existing deployment scripts.
- Migrate deliberately Adopt managed streams and Northstar’s deployment contract from day one.
- Readout Migration carries little sunk-cost penalty before launch.
- Operations
- Stay and optimize The platform team owns scaling rules, replay tools, and incident runbooks.
- Migrate deliberately Scaling and replay are managed; the team retains workload-level controls.
- Readout Fewer operational surfaces suit the four-person launch team.
- Tradeoff
- Stay and optimize Maximum local control with more systems to assemble and observe.
- Migrate deliberately Faster baseline with an intentional dependency on the event API.
- Readout Use an exportable event envelope to preserve optionality.
High traffic
The existing platform is stable at normal load, but seasonal bursts are exposing hot partitions and costly over-provisioning.
Direction: Pilot the burstiest stateless stream before moving durable workloads.
- Performance
- Stay and optimize Tune partitions and reserve capacity for the known annual peaks.
- Migrate deliberately Use elastic partitions with workload isolation and replay windows.
- Readout A representative load test should decide, not vendor limits.
- Continuity
- Stay and optimize No data movement and no temporary dual-write path.
- Migrate deliberately Run mirrored traffic until output parity meets the acceptance threshold.
- Readout A staged cutover constrains customer-facing risk.
- Tradeoff
- Stay and optimize Lower near-term delivery risk, with persistent idle-capacity cost.
- Migrate deliberately Engineering lift now, with better burst economics if the pilot holds.
- Readout Finance and reliability owners must sign off together.
Regulated
A payments workload can only move after control ownership, data residency, and evidence retention are mapped to the target operating model.
Direction: Complete the control map before committing to a migration quarter.
- Controls
- Stay and optimize Existing controls and evidence collection are already understood by auditors.
- Migrate deliberately Shared controls reduce infrastructure scope but change evidence ownership.
- Readout Control inheritance must be documented line by line.
- Residency
- Stay and optimize Current regions satisfy contractual storage and recovery requirements.
- Migrate deliberately Target regions qualify, subject to backup and support-access review.
- Readout Residency includes replicas, logs, and operator access.
- Tradeoff
- Stay and optimize Known audit posture with slower reliability improvements.
- Migrate deliberately Stronger managed controls after a longer assurance phase.
- Readout The compliance path, not implementation speed, sets the date.
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