Incident Pattern Review
A focused look at recent streaming outages and near-misses to separate one-off spikes from recurring failure modes that deserve permanent fixes.
View detailsAutomated Data Feed
Throughput and failure analytics for teams who run streaming applications under real load.
We observe how work moves through your pipelines, name the failure signatures that keep returning, and leave you with a remediation sequence your engineers can own.
What you can book
Each engagement is a delivered analysis, not a product license. Pick the depth that matches the pressure on your streams.
Capacity Planning Session
Hands-on planning for upcoming traffic peaks so consumer fleets, partitions, and retry budgets stay ahead of demand instead of catching up after lag explodes.
View detailsQuarterly Throughput Checkup
A recurring health pass over your highest-value streams to catch lag creep, retry storms, and silent error growth before they become customer-visible.
View details
Flagship engagement
Throughput & Failure Assessment
A structured review of how your streaming applications move work under load, where backlog forms, and which failure patterns repeat across producers, brokers, and consumers.
Typical duration: 2–3 weeks · From project fees listed on rates
From recent engagements
Specific notes from teams who asked us to examine streaming throughput and recurring failures.
“I appreciated that they spoke with our on-call rotation, not only the architects. The remediation list named people we could actually assign, which is rarer than it should be.”
“The quarterly scorecard is short—sometimes shorter than our internal status email—but it catches lag creep we stop noticing because it grows slowly. Last quarter they flagged retry growth on a stream we thought was healthy.”
Field notes
Short pieces on lag, failure signatures, and capacity before launch weeks.
11 March 2026
Reading lag before it becomes an outage
Lag alone rarely tells the full story. Here is how we separate healthy catch-up from the early shape of a consumer stall.
3 February 2026
Failure signatures worth cataloguing
Not every error deserves a permanent fix. A short catalogue helps teams decide what to automate, what to alert on, and what to ignore.