Engineering
The Best Learning Roadmap Tools for Software Engineers (2026)
The best learning roadmap tools in 2026 are roadmap.sh, freeCodeCamp, Coursera Plus, Pluralsight, ChatGPT and Michi. Pick by budget, goal and tracking.
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37 articles in Engineering · page 1 of 4
Engineering
The Best Decision Log and ADR Tools in 2026
A Markdown ADR folder in the repo is free and enough for most teams. When adr-tools, Log4brains, Backstage, Confluence, Notion or Kioku earns its place.
Engineering
Software Project Estimation Tools Compared (2026)
Pick by who the estimate is for: Jira velocity for sprint forecasts, Harvest or Scoro for agency budgets, COCOMO II for audits, Keisan for client quotes.
Engineering
What Is Technical Debt?
Technical debt is the future cost of a shortcut taken now. The metaphor is precise about one thing most teams get wrong: debt is only a problem when you stop servicing the interest.
Engineering
Learning Paths for Engineers in the Agentic Era
When 41% of code is machine-written, the skills that compound are not the ones most training still teaches. What to prioritise, what quietly lost value, and how to build a path that survives the next model release.
Engineering
What Is an Architecture Decision Record (ADR)? A Practical Guide
An ADR is a short document capturing one architectural decision, its context and its consequences. Here is the format, when to write one, and what makes them fail.
Engineering
How to Write a PRD Engineers Can Actually Build From
Most PRDs fail because they describe a solution instead of a problem, and leave the ambiguity for engineers to discover mid-sprint. Here is a format that does not.
Engineering
How to Estimate a Software Project Without Guessing
A repeatable method for turning a client brief into a defensible cost and timeline: decompose, estimate ranges, apply a measured multiplier, and show your working.
Engineering
AI Code Review Tools Compared: What Each One Is Actually Good At (2026)
An honest comparison of AI and static-analysis code review tools — what each catches, what each misses, and when a human review is still the only thing that works.
Engineering
Turning Meetings into Engineering Decisions
Transcription is solved; the value is not in the transcript. A practical pipeline for converting recorded conversations into durable, retrievable decisions instead of another archive nobody reads.
Engineering
How to Onboard an Engineer onto an AI-Generated Codebase
Onboarding used to mean finding the person who wrote it. In a codebase where much of the code was generated, that person may not exist. A practical approach to ramping engineers into code with no author.
Engineering
What Is Cyclomatic Complexity?
Cyclomatic complexity, defined by Thomas McCabe in 1976, counts a function's independent paths: one plus its decision points. McCabe proposed a limit of 10.
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