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How Semgrep delivers AI-powered code security with Claude in Amazon Bedrock

Semgrep cut false-positive security alerts 20%. “It was the only model that recognized a vulnerability in an auto-generated file, advising developers to fix the generating source rather than editing the output file directly.” In two of the most important evals, false positive detection and component tagging, Claude outperformed GPT-4o, the previous top performing model, by 16% and 17% respectively.

Agent or tool
Amazon Bedrock
Topic
Sales & Marketing
Reported on
Case study (Anthropic)
Added
2026-11-11

Why it matters

Sales and marketing run on research, lists and follow-ups. Agents are starting to take on that groundwork, freeing people for the conversations that actually close deals. It is one of 613 sightings filed under Sales & Marketing on Agent Sightings (number 40 by interest), and one of 81 involving Amazon Bedrock.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into Amazon Bedrock or any similar agent and adjust the details to your situation.

I want an agent to do the research and drafting for this sales or marketing workflow, and stop for my approval before anything is sent. The tool in the source case was Amazon Bedrock.

Saved

Tip: Start small: run it once on a low-stakes example, read what the agent did, and only then let it run on real work.

Source

Read the original first-hand account on Case study (Anthropic): https://claude.com/customers/semgrep. Our summary is a paraphrase; details are in the source.

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