Doxa
open-source platform for multiagent simulations using easy YAML
Details
- External ID
- 47847129
- Source
- HN
- Company
- —
- Product
- Doxa
- Website domain
- github.io
- Launched
- April 21, 2026
- Cohort
- —
- Upvotes
- 5
- Upvotes percentile
- 0.11182519280205655
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- developer tools for ai agents
- Vertical
- Horizontal
- Function
- Agent / copilot
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- multiagent simulation platform using yaml configuration
- Manually corrected
- False
Could you build this?
Partial The YAML parsing and LLM agent harness can be quickly built, but implementing financial order-book matching, continuous market microstructure, and real-time graph evolution requires domain-specific simulations.
What it would actually take: The engine needs an event-driven discrete simulation core (Python or Rust) pairing an exact FIFO limit-order-book matching engine with social network graph dynamics (NetworkX/graph-tool) and an LLM orchestration loop. The difficult parts are balancing tick-level macroeconomic determinism with asynchronous LLM latency, managing token costs across hundreds of simulated agents, and preventing market collapse from agent hallucinations.
Discussion
2 comments analyzed.
Feature requests: Support for modeling geopolitical scenarios, Multi-actor coordination and conflict mechanics, Dynamic rule changes based on conditions
Competitors
Other products that read as similar to this one — 1372 launches clear the similarity bar, closest 8 shown.
Attention rank: #1214 of 1373 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 172 days after the earliest competitor.
- An A2A-compatible, open-source framework for multi-agent networks · hn · 2025-11-20 · 42 upvotes · similarity 0.60
- Emdash - Open-source Agentic Development Environment (ADE) · yc · 2026-02-14 · 23 upvotes · similarity 0.59
- Agent-harness-kit scaffolding for multi-agent workflows · hn · 2026-05-07 · 82 upvotes · similarity 0.58
- ctx · hn · 2026-04-03 · 53 upvotes · similarity 0.58
- Mu · hn · 2026-08-02 · 52 upvotes · similarity 0.58
- WMRL · github · 2026-09-10 · 21 upvotes · similarity 0.58
- droidworks · github · 2026-09-24 · 14 upvotes · similarity 0.57
- AI Agents in 30 Lines of YAML: Lowdefy v5.3 · hn · 2026-05-11 · 6 upvotes · similarity 0.56
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a agent / copilot tool for Agriculture yet.