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bongoDev | Autoscaling, Backpressure & Overload Protection - Production Engineering Capstone

TopicProduction Engineering Capstone

01Production Engineering Capstone: Mission, Rules & Definition of DonePreview
02Reference System: Checkout Platform Architecture
03Repository, Environments & Evidence Workspace
04Capstone Roles, Change Control & Engineering Journal
05Business Requirements & Critical User Journeys
06SLIs, SLOs, Error Budgets & Service Tiers
07Architecture Review: Critical Path, Failure Domains & Shared Fate
08Failure-Mode & Effects Analysis for the Capstone
09Threat Model, Access & Production Safety Boundaries
10Production Readiness Review: Go/No-Go Gate
11Infrastructure as Code & Reproducible Environment Build
12Network, DNS, Load Balancing & TLS Build
13Container Images, Runtime Contracts & Graceful Lifecycle
14Kubernetes Workload, Service & Availability Configuration
15PostgreSQL Data Layer: Schema, Pooling, Backup & Recovery Contract
16Redis Cache Reliability & Database Protection
17Kafka/Event Pipeline: Delivery, Lag & Idempotent Consumer Contract
18Configuration, Secrets & Feature Controls
19End-to-End Platform Smoke Test & Baseline Snapshot
20CI Pipeline: Test, Lint, Scan & Build Gates
21Immutable Artifacts, Provenance & Promotion
22GitOps Delivery with Argo CD
23Progressive Release: Canary, Automated Analysis & Abort
24Zero-Downtime Database & Application Change
25Metrics Instrumentation for RED, USE & Business Signals
26Structured Logs, Correlation IDs & Searchable Evidence
27Tracing & Request-Path Thinking
28Grafana Dashboards: Service, Dependency & Business Views
29Actionable Alerts, Burn Rate & Paging Policy
30Runbooks, Operational Queries & Known-Good Evidence
31Workload Model & Performance Acceptance Criteria
32Baseline Load Test & Bottleneck Identification
33100k Requests Challenge: Define, Test & Prove the Number
34Capacity Plan, Headroom & Failure Capacity
35Autoscaling, Backpressure & Overload Protection
36Timeouts, Retries, Backoff & Idempotency in the Capstone
37Circuit Breakers, Bulkheads & Graceful Degradation
38Cache-Outage Drill: Protect the Database
39Database Saturation Drill: Pool, Lock & Slow Query Evidence
40Kafka Backlog Drill: Lag, Throughput & Safe Recovery
41Pod & Node Failure Resilience Experiment
42Network & Dependency Latency Resilience Experiment
43Zone/Failure-Domain Game Day
44Backup, PITR & Disaster-Recovery Exercise
45Major Incident Lab: Bad Release Under Peak Traffic
46Major Incident Lab: Database Saturation & Retry Amplification
47Major Incident Lab: Cache Loss + Kafka Backlog + Dependency Degradation
48Incident Communication, Handover & Executive Summary
49Blameless Postmortem & Corrective Action Engineering
50Security, Cost & Reliability Trade-Off Review
51Operational Maturity Scorecard & Reliability Roadmap
52Full Production Game Day: Unknown Failure Scenario
53Final Production Readiness Defense
54Capstone Portfolio Package & Engineering Story
55Production Engineering Capstone Command & Evidence Playbook
56Production Engineering Capstone Cheatsheet & Graduation Checklist

Englishবাংলা

Knowledge Hub/Production Engineering Capstone/Autoscaling, Backpressure & Overload Protection

Production Engineering Capstone

Paid lesson · Advanced · 54 min read

Autoscaling, Backpressure & Overload Protection

Configure scaling and overload behavior so rising demand does not create positive feedback loops.

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This lesson is part of the paid course.

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PreviousCapacity Plan, Headroom & Failure CapacityLocked NextTimeouts, Retries, Backoff & Idempotency in the CapstoneLocked

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