PromptQL
AI-Native Slack
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HN · launched Mar 31, 2026 · 6 upvotes (top 71%) · 0 views
Niche: conversational ai platforms · 84 launches, 8 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Communication
- B2B
- AI-native
- Commercial product
Visit website ↗ Source listing ↗
More like this: all 84 launches in conversational ai platforms →
Could you build this?
Partial Building a team chat UI with bot integrations is straightforward, but delivering a full Slack replacement requires real-time distributed messaging infrastructure, sync protocols, and high concurrency.
What it would actually take: A production-grade Slack alternative requires a real-time messaging backend (e.g., Elixir/Phoenix Channels or Go with WebSockets and Redis Pub/Sub), persistent message logs, search indexing (Elasticsearch/Meilisearch), and fine-grained permissions. The AI-native orchestration requires asynchronous queue workers running multi-agent LLM loops that maintain context windows across channels and threads. Scaling real-time message fan-out and multi-tenant presence while managing LLM streaming latency requires experienced distributed systems engineering.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one : 1716 launches clear the similarity bar, closest 8 shown.
Attention rank: #1243 of 1717 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 153 days after the earliest competitor.
- Agent Office · hn · 2026-03-06 · 5 upvotes · similarity 0.59
- Agent Office (Slack for AI Agents) · hn · 2026-08-21 · 6 upvotes · similarity 0.55
- Promptctl · hn · 2026-06-25 · 5 upvotes · similarity 0.54
- PromptQL · ph · 2026-07-23 · 413 upvotes · similarity 0.54
- Pglens · hn · 2026-03-29 · 13 upvotes · similarity 0.52
- slacklet · github · 2026-09-17 · 9 upvotes · similarity 0.51
- Nyra · ph · 2026-09-18 · 1 upvotes · similarity 0.51
- swarmchat · github · 2026-10-29 · 46 upvotes · similarity 0.49
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.