How to Build an Agent Deployment Pipeline From Scratch
On a Friday afternoon, an engineer changes one sentence in a support agent’s system prompt to make replies more concise. Unit tests pass. The image...
Opencontroller by lyzr Blog10 min read
retrieval augmented generation
9 stories
Best Tools for Hallucination Detection in LLMs (2026)
An LLM can return a fluent, confident answer that contains unsupported claims, contradicts the retrieved context, or invents facts. Traditional application monitoring won’t catch any...
Opencontroller by lyzr Blog14 min readBest Tools for Preventing AI Hallucinations in Production (2026)
An AI system can give a confident answer its source data doesn’t support. It can retrieve the wrong document and summarize it fluently, pick the...
Opencontroller by lyzr Blog13 min read11 Best Tools for AI Output Drift Monitoring in 2026
Nobody deployed anything. Error rates are flat, latency is fine, every request returns 200. But the answers your agent gave in March were better than...
Opencontroller by lyzr Blog17 min readBenchmarking Jev as an AI Router and Controller
Can a model that never writes a single word be the brain of an AI agent? We made 21,314 calls to find out, and the...
Opencontroller by lyzr Blog17 min readBest Tools for End-to-End AI Pipeline Observability in 2026
The short answer An AI pipeline can look healthy at the infrastructure level while the actual AI system is failing. A model can be available,...
Opencontroller by lyzr Blog23 min readBest Open-Source LLM Observability Platform for Production (2026 Comparison)
Your security team says traces can’t leave the building. Your finance team says the observability bill can’t grow with traffic. Your engineering team says they...
Opencontroller by lyzr Blog16 min readBest Tools for AI Agent Guardrails in 2026
AI agent guardrails are relatively straightforward to evaluate when an agent only generates text. The decision gets more complicated as soon as the agent can...
Opencontroller by lyzr Blog18 min readBest Tools for Deterministic vs. LLM-Judge Evaluation
An agent passes every offline eval in CI. You ship it. Production breaks within a week, because a class of prompts your eval dataset never...
Opencontroller by lyzr Blog16 min read
Showing 9 of 9 stories
You're all caught up.
AiByts Weekly Brief
Get the top AI news and tools straight to your inbox every week.
Weekly · AI news from Opencontroller by lyzr Blog
Join 15,000+ AI enthusiasts