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AI Is Replacing SWEs? Data Suggests Differently

The PrimeTime · 3 min read

The Octoverse-style data being cited points to a counterintuitive trend: AI tools are coinciding with more people joining software development, not...

AI and DevelopersGitHub OctoverseGenerative AI Projects

THIS is Why You're Still Slow Even With AI (The Bottleneck Moved--Here's What to Do About It)

AI News & Strategy Daily | Nate B Jones · 3 min read

AI has largely removed execution as the scarce resource in software and product work—so the real reason teams still feel slow is that old...

AI-Native WorkBottleneck ShiftProduct Clarity

🚨🚨 Lets Talk o3 🚨🚨

The PrimeTime · 3 min read

The central takeaway is that OpenAI’s o3 is a major step up in solving structured reasoning tasks—but the leap to “AGI” still looks more like...

o3ARC PrizeAGI

Build Anything with Windsurf AI, Here's How

David Ondrej · 3 min read

Windsurf AI is positioned as a new way to build software with multiple AI agents working alongside a developer in real time—most notably through...

Windsurf AIFlowsCascade

The Compression of Time in the AI Era

AI News & Strategy Daily | Nate B Jones · 3 min read

AI is “compressing time” in a way that changes what work can be accomplished per hour—even if the clock doesn’t speed up. Humans experience time as...

AI AgentsTime CompressionIntent Over Time

Master Perplexity Prompting -- Why It's Different from ChatGPT + Demo

AI News & Strategy Daily | Nate B Jones · 3 min read

Perplexity’s edge over ChatGPT isn’t better “chat”—it’s an internet-first architecture built for retrieval, citations, and recency. Instead of...

Perplexity PromptingRetrieval-Augmented GenerationResearch Mode

The 6 Proven AI Workflows That Survive Every AI Hype Cycle

AI News & Strategy Daily | Nate B Jones · 3 min read

AI development stays reliable when builders stop chasing brittle “one true tool” hacks and instead reuse six durable workflow patterns—codebase...

AI WorkflowsCodebase OnboardingPlan-First Development