LLM Verifiers And Judges Unlock Advanced Agentic Coding Workflows

Original post

elvis@omarsar0#684inTech

So much alpha in tuning/building LLM verifiers and judges.

I use them on top of my harness, and it has unlocked agentic coding workflows that are beyond anything that exists in the market today.

Building verifiers and LLM judges is starting to become a skill in high demand.

Mira Murati@miramurati

Bridgewater used their unique financial knowledge and partnered with us on @tinkerapi to fine-tune a model that helps their analysts focus on what's important. Experts improving AI that empowers experts. https://thinkingmachines.ai/news/learning-to-replicate-expert-judgment-in-financial-tasks/

8:54 AM · Jul 2, 2026 · 15.2K Views

VIEWS1.4KBOOKMARKS6LIKES7

elvis@omarsar0

This is why we have started to educate AI builders on the topic: https://academy.dair.ai/labs

elvis@omarsar0

So much alpha in tuning/building LLM verifiers and judges.

I use them on top of my harness, and it has unlocked agentic coding workflows that are beyond anything that exists in the market today.

Building verifiers and LLM judges is starting to become a skill in high demand.

6h1.4K76

Eclipse 🌖@ECLresearch

@omarsar0 Verifier engineering feels like the new prompt engineering — everyone dismissed it until they saw the delta in agent reliability. Curious how your harness handles false positives at scale.

6h4

V0LYX@0xV0LYX

@omarsar0 the verification layer is becoming the real moat now

raw model capability only gets you so far

6h2

Strata@ChainZenit

@omarsar0 that actually sounds like a game changer for agentic workflows.

6h2