DEV Community

#llm

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
Your MCP tool schemas are billed on every session, used or not

Your MCP tool schemas are billed on every session, used or not

Comments 4
3 min read
Runtime over Prompt: Why the System Prompt Is Not a Security Boundary

Runtime over Prompt: Why the System Prompt Is Not a Security Boundary

Comments 4
6 min read
Top 5 AI Governance Tools for Enterprises in 2026: A Practical Comparison

Top 5 AI Governance Tools for Enterprises in 2026: A Practical Comparison

66
Comments 5
14 min read
RAG always needs a dedicated vector database — challenged

RAG always needs a dedicated vector database — challenged

6
Comments 1
1 min read
Your agent's cost problem isn't the model. It's the steps you never measured.

Tracks token spend by step, tool, and model tuple

Your agent's cost problem isn't the model. It's the steps you never measured.

10
Comments 13
4 min read
Stop Blaming the Model When Your Agent Repeats the Same Mistake

Stop Blaming the Model When Your Agent Repeats the Same Mistake

Comments
5 min read
Fine-Tuning IBM Granite 4.1 8B for Banking-Specific AI Guardrails

Fine-Tuning IBM Granite 4.1 8B for Banking-Specific AI Guardrails

Comments
5 min read
An AI pentest agent that structurally can't hallucinate a vulnerability — and runs offline

An AI pentest agent that structurally can't hallucinate a vulnerability — and runs offline

Comments
3 min read
Spring AI Retries and Embeddings: Failed Answers and Full Re-indexes — LLM Cost Control 4/4

Spring AI Retries and Embeddings: Failed Answers and Full Re-indexes — LLM Cost Control 4/4

Comments
9 min read
Nightly Drift Checks: Catch a Free Model's Behavior Change Before Your Users Do

Nightly Drift Checks: Catch a Free Model's Behavior Change Before Your Users Do

Comments
6 min read
Architectural Bottlenecks and Mitigation Strategies in Production Grade RAG Systems

Architectural Bottlenecks and Mitigation Strategies in Production Grade RAG Systems

10
Comments 3
3 min read
The approval queue pattern: putting a human in the loop without putting them in the way

The approval queue pattern: putting a human in the loop without putting them in the way

2
Comments 6
5 min read
The Replay Bundle That Remembers What Happened

The Replay Bundle That Remembers What Happened

4
Comments
6 min read
Your Prompt Didn't Change. Your Model Did. Now What?

Your Prompt Didn't Change. Your Model Did. Now What?

Comments
5 min read
MAESTRO: threat-modeling AI agents in seven layers

MAESTRO: threat-modeling AI agents in seven layers

2
Comments
3 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.