Field Notes

The PerfSage Blog

Practical performance engineering — SLOs, reliability patterns, JMeter deep dives, and lessons from real incidents. No fluff. Subscribe via RSS.

8 posts

Chaos EngineeringSREKubernetes

3 Fault-Injection Experiments to Run Before Your First Chaos Engineering Game Day

Most teams' first chaos experiment is killing a random pod in prod with no baseline. Here are 3 safer, higher-signal fault injections to run first — in the order that actually builds confidence.

Aashish Bajpai
KubernetesSREMTTR

5-Minute Post-Deploy Postmortem with SignalPilot

SignalPilot v1.0 is live — open-source Kubernetes RCA that correlates deploy diffs, events, metrics, logs, and git into ranked findings with kubectl fixes. Here's a real walkthrough and how it cuts post-deploy MTTR.

Aashish Bajpai
KubernetesSREMTTR

I Got Tired of 3-Hour Post-Deploy War Rooms — So I'm Building SignalPilot

Post-deploy errors in Kubernetes used to cost me hours. Enterprise RCA tools cost a fortune. I'm building SignalPilot — open-source RCA that correlates deploy diffs, events, metrics, logs, and git into ranked findings with kubectl fixes.

Aashish Bajpai
KubernetesSREperformance engineering

Deploy Broke Prod Again — So I Built PerfSage SignalPilot

After one too many post-deploy war rooms staring at kubectl and Grafana separately, I built SignalPilot — an open-source Kubernetes RCA copilot that correlates deploy diffs, events, metrics, logs, and git into ranked findings with kubectl fixes.

Aashish Bajpai
performance engineeringJMeterField Notes

The Reveal Playbook: Which Chart to Open First (and Which KPI Actually Matters)

Stop staring at 29 charts in random order. A performance engineer's decision tree for PerfSage Reveal — symptom → visualization → KPI → next move. Real public-API demo, every screenshot included.

Aashish Bajpai
performance engineeringSLOJMeter

The P99 Trap: Why Your Load Test Passed and Production Still Complained

Averages lie. I learned that the hard way — twice in the same week. Here's how heavy tails hide in green dashboards, and the percentile checks that catch them before users do.

Aashish Bajpai
JMeterperformance engineeringAI

JMeter Gave Me Reports. I Needed Answers — So I Built PerfSage Reveal

After years of drowning in JMeter HTML dashboards that report data but never explain it, I built PerfSage Reveal — upload a JTL, get expert charts, SLO verdicts, and actionable insights in one Docker command. Here's the real demo.

Aashish Bajpai
JMeterSLOperformance engineering

I Couldn't Gate JMeter on SLOs — So I Fixed It for Good

How one CI pipeline assignment exposed a gap in JMeter's ecosystem, and how PerfSage SLO Reporter fills it — with a real 5-API validation run to prove it.

Aashish Bajpai

PerfSage open-source tools

From load-test analysis to CI gates and post-deploy RCA — the full ladder.