Papaya - Continuous Optimization for your AI agents
Papaya finds what's hurting your agent's quality, cost, and latency, and fixes it for you.
Details
- External ID
- 115486
- Source
- YC
- Company
- Papaya
- Product
- Papaya - Continuous Optimization for your AI agents
- Website domain
- papaya.fyi
- Launched
- Sept. 16, 2026
- Cohort
- Fall 2026
- Upvotes
- 18
- Upvotes percentile
- 0.7604166666666666
- Tags
- AIOps, B2B, Enterprise Software, Infrastructure, AI
- Fetched at
- Oct. 1, 2026, 1 a.m.
- Updated at
- Oct. 1, 2026, 1 a.m.
Enrichment
- Theme
- healthcare operations and clinical workflows
- Vertical
- Horizontal
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- continuous optimization and debugging for ai agents
- Manually corrected
- False
Could you build this?
Partial Creating a dashboard and prompt/eval framework is doable, but continuously optimizing complex multi-step agent graphs across latency, cost, and trace evaluations requires sophisticated distributed trace collection and automated prompt/scaffolding search algorithms.
What it would actually take: Requires an OpenTelemetry-compatible tracing collector at high throughput, an automated eval engine running LLM-as-a-judge heuristics across execution trees, and DSPy/MIPRO-style iterative optimization algorithms that rewrite prompts and route agent tools dynamically based on loss functions.
Competitors
Other products that read as similar to this one — 24 launches clear the similarity bar, closest 8 shown.
Attention rank: #9 of 25 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 315 days after the earliest competitor.
- Avina: GTM Agents to Reach Your Next Customer · yc · 2026-04-09 · 73 upvotes · similarity 0.38
- Latitude · ph · 2026-06-23 · 344 upvotes · similarity 0.37
- Lemma: Continuous Learning for AI Agents · yc · 2025-11-05 · 204 upvotes · similarity 0.36
- Parivar AI · ph · 2026-09-26 · 2 upvotes · similarity 0.36
- QAgent · ph · 2026-09-17 · 76 upvotes · similarity 0.35
- Intencion · hn · 2026-06-04 · 9 upvotes · similarity 0.34
- AgentCannabis AI Agent Skillsets · ph · 2026-09-19 · 1 upvotes · similarity 0.34
- Fabraix · ph · 2026-05-08 · 196 upvotes · similarity 0.34
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a observability & eval tool for Media & entertainment yet.