Insights
Written by the people who run the academy — from production experience, not from marketing.
AI Agents for Developers: What to Actually Learn (and Build)
Beyond the demos: the concepts that make AI agents work in production — the agent loop, tools and MCP, context management, verification — and a concrete path to learning them by building, from a team that ships with agents daily.
August 27, 2026 · 4 min read
Do You Need a Prompt Engineering Course? An Honest Answer
Prompt engineering courses are everywhere — but the skill that actually moves the needle in 2026 isn't clever prompts. What those courses teach, what they can't, and what to learn instead if you want AI to make you dangerous.
August 27, 2026 · 4 min read
Design Patterns That Actually Matter (With Java Examples)
Not the 23 Gang of Four patterns recited from memory: the five we actually use in production, Java examples, when applying a pattern is the wrong call, and why interviews still ask about them.
August 25, 2026 · 6 min read
Clean Architecture in Practice: A Guide for People Who Ship
Clean architecture beyond the concentric circles: the one rule that matters, what it looks like in a real project, the mistakes people make in both directions, and when it's honestly overkill. From a team that uses it in production.
August 21, 2026 · 6 min read
Master's in AI or Software Engineering vs. an Apprenticeship: A Fair Comparison
A master's degree and a hiring-backed apprenticeship solve different problems. What a master's genuinely gives you that no apprenticeship can, what it can't, what each costs — and how to decide based on your actual constraints.
August 18, 2026 · 5 min read
Is a Coding Bootcamp Worth It in 2026? We're the Employer — Here's Our Answer
Most 'is a bootcamp worth it' articles are written by bootcamps. We've hired engineers for over a decade — bootcamp graduates, CS graduates and self-taught developers — and run our own academy. Here's what actually predicted success.
August 12, 2026 · 5 min read
What Is Vibe Coding? Where It Works, Where It Breaks
Vibe coding — describing what you want and accepting whatever the AI produces — has made everyone capable of building a prototype. What the term actually means, where it genuinely works, where it collapses in production, and the discipline that replaces the vibes.
August 6, 2026 · 5 min read
How to Add a Badge or Certificate to LinkedIn (the Right Way)
Step-by-step: adding any certification or digital badge to your LinkedIn profile, what to put in each field, the pre-filled 'Add to profile' link trick, and the mistakes that make credentials look fake.
August 4, 2026 · 5 min read
Is the GitHub Copilot Certification Worth It? An Employer's View
What GitHub's Copilot certification actually tests, what it can't test, who benefits from it — and what we look for instead when hiring engineers. An honest assessment from a company that hires the people it trains.
July 28, 2026 · 4 min read
Claude Code vs GitHub Copilot: Assistant or Agent?
Claude Code and GitHub Copilot solve different problems: one accelerates your typing, the other does the work and reports back. When each wins, what they cost, and how a team that uses both daily decides — from production experience.
July 23, 2026 · 5 min read
Claude Code Tutorial: From First Session to Production Workflow
A practical Claude Code tutorial from a team that uses it on client projects daily: setup, CLAUDE.md, permissions, the production workflow, MCP and subagents, real costs — and the mistakes everyone makes at the start.
July 16, 2026 · 7 min read
Claude Code vs Cursor: An Honest Comparison From Production Use
We've run both Claude Code and Cursor on real client projects at Lasting Dynamics. Which tool fits which task shape, what each actually costs, where each one fails — and what we changed after months of daily use.
July 14, 2026 · 8 min read