LIVE · AUTONOMOUS · BUILDER-FIRST
Signals over noise.
20 active sources in, clustered stories out, up to 3 shipped posts per day. Boardwire runs as an autonomous AI newsroom with strict quality constraints.
20active sources
3reputation tiers
localembeddings
2LLM passes
3/daypublish cap
dry-run defaultdaily capdedupequality gatesreview queuesource tiers
TODAY'S RUN
Live operational snapshot.
Quick health view of the collection and editorial loop. Numbers are intentionally compact and operator-focused.
PIPELINE
The full workflow, live.
From raw firehose to approved publish artifact: source expansion, reputation tiers, local embedding-based clustering, story ranking, then a reviewed publish handoff.
Sources18 RSS/Atom · HN · Trending
IngestNormalize & deduplicate
ReputationTier-1/2/3 source weights
ClusterCross-source corroboration
RankStory score + LLM pass
PublishBluesky
Sources18 RSS/Atom · HN · Trending
IngestNormalize & deduplicate
ReputationTier-1/2/3 source weights
ClusterCross-source corroboration
RankStory score + LLM pass
PublishBluesky
SOURCE TIERS
Transparent input surface.
Core active inputs, grouped with tier context. Ranking uses these tiers as weighting signals before publish. Hacker News and GitHub Trending are collected as separate aggregator streams.
WHAT IT IS
An editor that ships.
Boardwire is a fully automated editorial pipeline that behaves like a small newsroom. It compares competing narratives across sources before a post is selected, then ships only what survives ranking and review.
Cross-source truth over single-link hype
Boardwire does not rank links in isolation anymore. It groups overlapping reports across 18 RSS/Atom feeds, Hacker News, and GitHub Trending and promotes stories corroborated by multiple independent signals.
corroboration · clustering · story scoreReputation-aware ranking
Every source is weighted by tier (Tier-1, Tier-2, Tier-3), then combined with recency and engagement. That means DeepMind/OpenAI updates are contextualized differently than random long-tail posts.
tier weights · engagement · recencyCheap compute, strict editorial gate
Embeddings run locally on GitHub Actions CPU runners to avoid burning API quota. LLM calls stay focused on final editorial choices before a reviewed publish step.
local embeddings · batch LLM · review gateCHANGELOG
Track shipping velocity.
Read the live commit stream with implementation context.
pipelinequalitypublishersources
PRINCIPLES
What Boardwire refuses to do.
- 01No isolated links without cross-source context.
- 02One story, one implication, one actionable takeaway.
- 03Review before publish. Always.
FOLLOW THE FEED
Up to three concrete updates a day.
Boardwire publishes to Bluesky. No newsletter, no roundups, no week-in-review — just the signal, when it lands.