Academy · 12 August 2026
What is RAG, and when do you actually need it?
Retrieval-augmented generation is how most companies ground LLMs in private documents. Here is a plain-language explanation.
6 min read
Portfolio projects that actually get AI interviews
Careers · 14 July 2026 · 7 min read
Generic chatbot screenshots do not differentiate you. Reviewers want constraints: a corpus, a metric, a failure, a fix.
Engineers: ship a RAG app with citations and a small evaluation set. Then a single-purpose agent with logging. Write a README that a stranger can run in 15 minutes.
Business track: document a Copilot or Flow intervention with before/after time and quality. That is a portfolio too.
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AI agents vs Microsoft Copilot: which path is yours?
Both can automate work. One is a product inside Microsoft 365. The other is software you design and operate.
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Salesforce · 2 August 2026
A practical introduction to Salesforce Agentforce
Agentforce sits on CRM data. That is an advantage — if your org, security, and flows are already in good shape.
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