Optimize Cheap LLMs for Frontier-Level Accuracy
You don't always need expensive frontier LLMs to achieve production-grade results. By investing in context engineering, structured tool access, and strict guardrails, you can optimize cheap utility mo
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Posts tagged #artificialintelligence
Stop Terminal Prompting: A Markdown-First AI Workflow
Quick Answer: Relying on interactive terminal prompts for slow AI agents forces us into constant, exhausting context-switching. To reclaim your flow state, don't code in the terminal. Instead, draft y
Why AI Coding Can't Speed Up B2B Sales Cycles
Modern development tools and AI have supercharged our ability to ship code, but they haven't changed the speed of human decision-making. High-ticket B2B sales still require weeks or months to build tr
Why You Should Wait 3 Months for Open-Source AI
Stop chasing the bleeding edge of proprietary AI models. By waiting just three months to adopt new technology, you allow cheaper, highly stable open-source alternatives to catch up in intelligence. Th
How AI Automates Fast Decisions in Software Engineering
AI is shifting the software engineering landscape by taking over "fast decisions"—the automatic, high-context but low-complexity tasks like running tests and catching syntax errors. This frees up deve
Managing AI Agents Like Junior Developers
TL;DR: Effectively directing AI agents isn't about memorizing magic prompt templates; it is about applying engineering management skills. LLMs behave like enthusiastic junior developers who confidentl
