Launching today

VizPy
Turn prompt failures into executable rules β for AI agents
61 followers
Turn prompt failures into executable rules β for AI agents
61 followers
VizPy automatically optimizes your LLM prompts by learning from failures. With a single API call, it improves prompts and reasoning workflows so your apps, agents, and pipelines deliver more reliable results, without manual prompt tweaking.








Hey Product Hunt π
Excited to launch VizPy today.
VizPy automatically optimizes your LLM prompts by learning from failures. One API call, dramatically better results.
For most LLM apps, prompt optimization is still manual β test, tweak, repeat. Itβs slow, inconsistent, and hard to scale.
VizPy makes that process systematic, helping AI apps, agents, and pipelines produce better, more reliable outputs.
You can try it here: https://vizpy.vizops.ai/
Would love to hear how youβre handling prompt optimization today. π
Congrats on the launch!
Automatic prompt optimization is a pain point for a lot of devs.
How does it handle cases where 'failure' is subjective or hard to define?