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Smeldr offers open-source tool for coherent AI and human decision-making

By PulseAugur Editorial · [1 sources] ·

Smeldr is an open-source, self-hostable decision-making tool designed to maintain coherence for fast-moving teams involving both humans and AI agents. It ensures that decisions are ratified, never edited, and always traceable to their origin. The system allows users to know who made a decision, what is currently in effect, and how decisions build upon each other, with enforcement managed through a pull request system requiring approver ratification. AI

IMPACT Provides a framework for managing decisions made by AI agents, potentially improving AI system reliability and auditability.

RANK_REASON The item describes a new software product designed for decision management.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Smeldr offers open-source tool for coherent AI and human decision-making

How we ranked this

Signal score
9 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
The item describes a new software product designed for decision management.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, other
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Mastodon — mastodon.social TIER_1 English(EN) · smeldr ·

    Smeldr keeps decisions coherent when people and AI agents move fast. Decide: ratified by someone with the right, never edited, only replaced. Know: who decided,

    Smeldr keeps decisions coherent when people and AI agents move fast. Decide: ratified by someone with the right, never edited, only replaced. Know: who decided, what is in force, what builds on what. Enforce: a pull request shows the decisions that apply and can wait for an appro…

    LINKS github.com/…/22

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