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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Engineering
Engineering practice: estimation, code review, testing, developer tools and how teams actually ship.
Engineering articles
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.
Engineering
AI Code Review: What to Automate, What to Keep Human
With a large share of new code now AI-generated, review is the bottleneck rather than authoring. What machines review well, what they review badly, and how to split the job without losing the part that mattered.
Engineering
What Are Story Points? Origin, Fibonacci Scale, Velocity and Criticism
Story points are a unitless, relative measure of how big a piece of work is compared with other work, used with a team's velocity to forecast delivery.
Engineering
How to Estimate the Cost of an AI Feature
AI features have a cost structure traditional software does not: it scales with usage, varies per request, and is set by design decisions made months earlier. A method for estimating before you build.
Engineering
What Is a Rate Card?
A rate card lists what each role costs per unit of time. It looks like a pricing artefact and functions as a planning one - it is how a scope estimate becomes a number someone can approve.
Engineering
What Is a PRD (Product Requirements Document)?
A PRD states what should be built and why, precisely enough that engineers can build it without guessing. In a world where implementation is cheap, the specification became the constraint.
Engineering
What Is a Code Smell?
A code smell is a surface indication that usually corresponds to a deeper problem. The word 'usually' is the whole point, and it is the part that gets dropped when smells become lint rules.
Engineering
What Are Acceptance Criteria?
Acceptance criteria define the conditions under which work is considered done. Written well they end scope arguments before they start; written badly they are a second, vaguer copy of the ticket title.
Engineering
Structuring an Engineering Team for AI-Assisted Delivery
Faster authoring shifts the bottleneck to review, comprehension and integration. What that means for team shape, roles and how work is divided.
Engineering
Spec-Driven Development in the Age of Generated Code
When implementation is cheap and fast, the specification becomes the bottleneck and the durable artefact. What changes when the spec, not the code, is the thing you maintain.
Engineering
Playwright Testing in 2026: The Complete Guide to Modern End-to-End Testing
Playwright has won the browser testing wars. Learn setup, resilient test patterns, Page Object Model, API mocking, visual regression, and CI/CD integration with practical TypeScript examples.
Engineering
Top SaaS Architecture Patterns in 2026: From Monolith to AI-Native
Explore the most impactful SaaS architecture patterns in 2026. From AI-native design and event-driven architecture to multi-tenant patterns and serverless-first approaches that modern SaaS companies are adopting.
Engineering
Building Multi-Tenant AI SaaS Applications: Complete Architecture Guide
A comprehensive guide to designing and building multi-tenant AI SaaS applications. Covers tenant isolation, shared vs dedicated AI models, data partitioning, usage-based billing, and scaling strategies.
Engineering
Next.js 15 & 16 Features: Complete Migration Guide and New Capabilities in 2026
Master the latest Next.js features including Turbopack, React Server Components, Partial Prerendering, and the new App Router enhancements. A comprehensive guide to migrating and leveraging Next.js 15/16 for production applications.
Engineering
OAuth 2.1 and OIDC Implementation Guide 2026: Modern Authentication Best Practices
Implement secure authentication with OAuth 2.1 and OpenID Connect. Learn PKCE, token handling, refresh strategies, and common security pitfalls to avoid in modern web and mobile applications.
Engineering
Database Scaling Strategies: From Thousands to Millions of Users
Master database scaling with proven strategies for handling growth. Learn read replicas, sharding, caching, and when to move beyond traditional RDBMS.
Engineering
API Design Best Practices: Building Developer-Friendly APIs
Design APIs that developers love to use. Learn REST principles, versioning strategies, error handling, documentation, and security best practices.
Engineering
DevSecOps: Integrating Security into Your Development Pipeline
Shift security left with DevSecOps practices. Learn automated security scanning, vulnerability management, and compliance automation.
Engineering
Building High-Performing Remote Engineering Teams
Create productive remote engineering cultures that attract top talent. Learn communication strategies, tools, processes, and team-building practices.
