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  • AI Engineering in Legal Practice: A New Era

    Collaboration between Eleanor Berger and Hadi Khan shows law firms and AI engineers share a generational opportunity to reshape service delivery economics.

    • ai-engineering
    • legal-services
  • Context Engineering: A Primer

    Context engineering reframes building with AI from creative guessing to systematic software practice.

    • ai-engineering
    • context-engineering
  • A Pragmatic Guide to Adopting AI Tooling

    Phased adoption aligns tooling investment with project maturity, ensuring each addition solves specific, well-understood scaling problems effectively.

    • guide
    • tooling
  • Cost Control: Scaling AI Without Going Broke

    Eight actionable levers and a disciplined workflow that turn runaway token fees into predictable, profitable AI budgets.

    • guide
    • cost
  • AI-Assisted Software Engineering in the Large: A Practical Guide

    Actionable frameworks for adopting AI-assisted software engineering across complex projects and teams.

    • guide
    • software-engineering
    • software-development
    • agents
    • ruler
  • Identifying High-ROI Opportunities in AI

    A universal 5-principle AI framework for transformative impact, applicable from emerging startups to established businesses.

    • article
    • guide
    • strategy
  • Datasets Are All You Need

    Great datasets separate enduring AI products from short-lived demos. Put data first; prompts, models, and algorithms will fall into line.

    • article
    • datasets
    • sample
  • What Can You Learn from the AI Frameworks Mud Fight?

    Frameworks won’t save you — focus on what only you can build.

    • article
    • tools
    • strategy
  • Agents Aren't Always the Answer: The Case for AI Workflows

    Achieve high ROI and dependable outcomes by embedding AI innovation within structured workflows.

    • article
    • agents
    • workflows
    • automation
  • A Structured Approach to Selecting AI Models for Business-Critical Applications

    Confidently select reliable, cost-effective AI models for critical applications using a clear research, shortlist, evaluate framework.

    • guide
    • llm
  • The Narrowing Path

    A very brief introduction to language and models and prompting

    • article
    • coding
    • agents
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