bitsbeforebots

Field notes for
reliable systems.

Featured

Designing for failure:
practical resilience patterns
that actually work

Failure is inevitable. Resilience is a design choice. A field guide to patterns that help systems absorb shock, degrade gracefully, and recover cleanly.

Riyaz Shaik•May 12, 2026•8 min read

Observability that matters: signals, not noise

Focus on the few measurements that tell the truth. Build dashboards that illuminate, not decorate.

Riyaz ShaikApr 28, 2026 · 6 min read
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Git workflows for calm deployments

Trunk-based thinking, small batches, and safe rollouts. A workflow that keeps teams shipping without fear.

Riyaz ShaikApr 14, 2026 · 5 min read
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Prompting as engineering, not magic

Structure, context, and evaluation. A practical approach to building reliable AI-powered features.

Riyaz ShaikMar 31, 2026 · 7 min read
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