Insights & guides
Practical guides on automation, applied AI and the systems behind useful software.
Our editorial approach ↗9 guides
Useful AI starts with a review step
A practical framework for deciding what to automate, what to validate and where to keep a human in the loop.
Read the guideBuild the smallest useful product
A product scope that gets from a real problem to a complete, usable outcome, without becoming a platform.
Read the guideThe Real Cost of Building Your Own Job Queue
A queue looks simple until retries, concurrency, visibility, and failure recovery become part of the product.
Read the guideWhen Reliability Layers Hide a Weak Vendor
Retries and fallbacks are useful, but they can quietly transfer a supplier's reliability problem into your own architecture.
Read the guideWhen Background Jobs Become a Platform Problem
Delayed work can outgrow a worker quickly. Here is how to recognize the boundary without adopting orchestration too early.
Read the guideObservability Cannot Fix a Broken Architecture
More dashboards can explain a failure, but they cannot remove unclear ownership, excessive coupling, or fragile request paths.
Read the guideWebhook Scheduling Does Not Always Need Orchestration
A future HTTP request is often just that. Model the reliability requirements before adopting a full workflow engine.
Read the guideWebhook Retry Logic: A Practical Guide
Reliable webhook delivery requires more than retrying every error. Backoff, idempotency, limits, and visibility must work together.
Read the guideHow to Schedule Webhooks Without Cron Jobs
Cron is useful for repeated work. A durable scheduler is usually a better model for one HTTP request at a specific future time.
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