Vetting an Agency Without Technical Skills
Non-technical founders can vet a development agency using phased proposals, client references, a paid prototype task and contracts that protect code ownership.
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Articles on product strategy, engineering principles, and building software that lasts.
When an Incident Points to a Deeper Flaw
Tell when an outage is a symptom by reviewing incident history, classifying patterns, correlating changes and dependencies, and testing a systemic hypothesis.
Better Software Team
Signs Your MVP Is Really a V2
Spot an over-scoped MVP early. Multiple user roles, future-scale features and heavy integrations signal a V2, while one core problem keeps scope small.
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Protecting Deep Work Under Production Load
Incidents, tickets and alerts break engineers' focus. Measure the reactive load, then protect deep work with focus blocks, support rotations and quieter alerts.
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How On-Call Slows Feature Delivery
On-call rotations pull engineers from planned work into unplanned incidents. See how to measure that cost and protect feature delivery from it.
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When Test Automation Backfires
Automated tests cost more than they save when requirements and interfaces keep changing. Learn which layers to automate first and when to test manually.
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Premature Abstraction Slows Early Products
Premature abstraction builds flexible systems for problems that have not appeared yet. It adds effort and complexity and delays the features users need.
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Debugging Race Conditions Under Load
Race conditions rarely appear outside production load. Read logs for event order, instrument the critical section and fix it with locks or stricter isolation.
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When Usage Data and User Feedback Disagree
What to do when usage data contradicts what users say they want. Check the data, segment it, find the job behind the request and test a small change first.
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Why Monitoring Alone Cannot Prevent Outages
Monitoring shows when a system is unhealthy but does not stop failures. Prevention comes from design, testing, reviews and resilient architecture.
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Spotting Bottlenecks Before Outages Hit
Bottlenecks turn into single points of failure under load. Instrument, baseline, review architecture, load test and profile to find them before users do.
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Debugging When Your Logs Fall Short
When logs lack the detail you need, debugging becomes inference. Use metrics, database state and traces to rebuild the timeline, then fix the logging gaps.
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