Deployment

What Is RAG ?

(Retrieval Augmented Generation)

Ashish Dubey

Marketing Leader

Published:

April 6, 2026

Published:

April 7, 2026

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1. Proposal Automation

Proposal automation refers to the use of AI-powered tools to create, manage, and deliver business proposals efficiently by reusing approved content, reducing manual effort, and improving consistency.

2. RFP (Request for Proposal)

An RFP is a document issued by organizations to invite vendors to submit proposals for a specific project or service, outlining requirements, timelines, and evaluation criteria.

3. Experience Management

Experience management is the process of capturing, organizing, and leveraging past project data, case studies, and firm expertise to create stronger proposals and improve business development outcomes.

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How can I detect prompt injection attacks on Claude Code?

Input filtering at the gateway layer — scanning all content before it reaches Claude Code's context window — is the primary detection mechanism. Lasso Security's open-source hook provides runtime detection in tool outputs. Infrastructure-level filtering through a platform like TrueFoundry handles this at scale without per-session configuration.

How do I sandbox Claude Code in a CI/CD pipeline?

Run Claude Code inside an ephemeral Docker container with network egress blocked, credentials excluded, and file access scoped to the target repository. Use --dangerously-skip-permissions only when the container boundary provides the safety.

Is it safe to use Claude Code --dangerously-skip-permissions?

It depends on the environment, not the flag itself. Running it on a developer laptop with SSH keys and production access is dangerous — multiple documented incidents prove it. Running it inside a throwaway Docker container with no network, no secrets, and a scoped file system is the intended use case.

What are the capabilities of AI gateways?

AI gateways provide unified access and intelligent routing across multiple models with built-in fallbacks. For instance, TrueFoundry AI gateway helps with governance and security through authentication, access control, and policy enforcement; cost optimization via rate limiting and token budgeting; full observability with usage tracking and performance monitoring; and support for agentic workflows with multi-step orchestration. They act as a centralized control plane, enabling enterprises to operationalize AI safely and cost-effectively at scale.

Related Glossary

Zero-Shot Learning

The ability of a model to perform tasks without being explicitly trained on them.

Warm Start (Infrastructure)

Reusing previously initialized resources to reduce latency for incoming requests.

Semantic Search (LLM)

A search technique that understands the meaning of queries rather than just matching keywords.

Quantization (LLM)

Reducing the precision of model weights to improve efficiency and reduce memory usage.

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