PromptQL
AI-Native Slack
Details
- External ID
- 47588735
- Source
- HN
- Company
- —
- Product
- PromptQL
- Website domain
- promptql.io
- Launched
- March 31, 2026
- Cohort
- —
- Upvotes
- 6
- Upvotes percentile
- 0.2853628536285363
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- ai agent infrastructure and tooling
- Vertical
- —
- Function
- Communication
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- ai-native slack alternative
- Manually corrected
- False
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 — 648 launches clear the similarity bar, closest 8 shown.
Attention rank: #452 of 649 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 152 days after the earliest competitor.
- Agent Office · hn · 2026-03-06 · 5 upvotes · similarity 0.57
- Agent Office (Slack for AI Agents) · hn · 2026-08-21 · 6 upvotes · similarity 0.53
- PromptQL · ph · 2026-07-23 · 413 upvotes · similarity 0.52
- Promptctl · hn · 2026-06-25 · 5 upvotes · similarity 0.52
- Slack-App · github · 2026-09-22 · 93 upvotes · similarity 0.51
- Pglens · hn · 2026-03-29 · 13 upvotes · similarity 0.49
- slacklet · github · 2026-09-17 · 9 upvotes · similarity 0.49
- Nyra · ph · 2026-09-18 · 1 upvotes · similarity 0.49
Other launches for this product
- No other launches for this product.