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12 Claude Code Features Clearly Explained - CLAUDE.md - Permissions - Plan Mode - Checkpoints - Skills - Hooks - MCP - Plugins - Context - Slash Commands - Compaction - Subagents

@KevinNaughtonJr Testing is something that will became the next problem that AI will create. Currently so much code is being generated at a fast pace that QAs can't keep up with. AI agents can't properly test stuff, so the question is how to test faster without compromising quality?

why are some engineers so against writing tests never it's made sense to me if you don't have tests how can you be sure your software works as expected as it changes?

@ujjwalscript It's interesting how nobody is speaking about testing. All that AI generated code needs to be tested, and it's just more and more to a point where QAs can't keep up and will became bottleneck. We need solution how to faster test code without compromising quality

Freelance developers will be the next wave of top earners. Programming is becoming cheap. Companies are laying off devs due to AI. The era of the bloated 10-person engineering team is ending. Here is the math of 2026. The Old Way: Client hires an agency. Result: $50k budget. 3 months timeline. 5 people in meetings. Output: A basic MVP. The Future Way: Client hires YOU (The AI-Augmented Freelancer). Result: $10k budget. 2 weeks timeline. 0 meetings. Output: A polished product. The client saves money. You make $20k/month working solo. The Brutal Truth: Companies are realizing they don't need headcount. They need execution. If you can architect, prompt, and deploy singlehandedly, you are an agency. Don't look for a job. Look for a problem to solve. Become an army of one.

@webdevcody That's all cool but who is gonna test that AI generated code? AI can't properly test features. So now code is generated much faster, devs opening multiple PR's a day, and how are QAs gonna keep up without compromising quality?

My next prediction is that all these ai coding terminals will be abstracted away by autonomous coding systems and most devs will soon just become product engineers in charge of gathering requirements from business & users then pushing kanban cards through a complex pipeline.

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