#Resilience

Articles about Resilience — exploring patterns, best practices, and real-world implementations in production systems.

4 posts tagged with resilience. ← All posts

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Pratik Dhanave · ·17 min read

Reliability and Resilience

How to design a system that keeps serving when its parts fail — the vocabulary of availability, the patterns that contain failure, and the Go primitives that make retries, limits, and fallbacks safe rather than dangerous.

Designing systems that survive failure: the nines and SLI/SLO/error budgets, eliminating single points of failure, timeouts and retries with backoff+jitter made safe by idempotency, circuit breakers, rate limiting and load shedding, and graceful degradation.

#System Design#Reliability#SRE#Resilience#Distributed Systems
Pratik Dhanave · ·7 min read

Motivation and Resilience

Anyone can stay motivated when things are going well. The test — and the skill — is what happens when the project stalls, the code won't work, the feedback stings, or the effort drags on with no payoff in sight. Motivation and resilience are the emotional-intelligence skills of managing your own drive and bouncing back from setbacks, and they're what turn talent into sustained achievement. Without them, ability leaks away in the face of the frustration and failure that all real work involves.

Anyone can stay motivated when things are going well. The test — and the skill — is what happens when the project stalls, the code won't work, or the feedback stings. Motivation and resilience are the EQ skills of managing your own drive and bouncing back, turning talent into sustained achievement.

#Emotional Intelligence#Motivation#Resilience#Career#Leadership#Soft Skills#Testing
Pratik Dhanave · ·6 min read

Idempotency and Full Resumability

The network will time out mid-transfer. The only safe assumption is that every request runs zero, one, or many times — so make "many" behave like "one."

The network times out ambiguously, so every request runs zero, one, or many times. Idempotency keys make many behave like one; full resumability lets a crashed money flow resume from its last committed step.

#Fintech#Idempotency#Reliability#Resilience#Distributed Systems#Financial Systems

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.