Blog
Field notes from automation telemetry work
Short pieces on what we see when application analytics finally includes the APIs behind the jobs.
30 June 2026
Throughput maps beat guesswork during peak windows
Mapping which endpoints absorb automation traffic helps teams plan concurrency without guessing.
2 June 2026
Retries that look like reliability
How silent backoff can inflate success rates while pushing work past your SLA window.
11 May 2026
Stop calling the job done when the API is still thinking
Why automation success metrics that ignore upstream response time mislead ops reviews.