Agent memory is getting real · Agents + tools > agents alone · Safety is part of the product

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Agent memory is getting real

Tooling now keeps short‑term context + long‑term memory. The trick: summarize before it explodes.

Agents + tools > agents alone

The best workflows chain retrieval → reasoning → action. Think: mini‑pipelines, not magic.

Safety is part of the product

Guardrails aren’t a nice‑to‑have. They’re what makes agents usable at scale.

Why this exists

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Timeline + table of contents makes everything easy to find.

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  • Start: prompt basics & model behavior
  • Next: data, tokens, context, and limits
  • Then: tools, APIs, and automation
  • Practice: mini‑projects & real use‑cases
  • Level‑up: evaluation, safety, and scaling

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