---
schema_version: "newruntime-agent-readable-v0.1"
type: "raw_signal"
id: "tg-2703"
slug: "company-memory-updates-at-correction-time"
title: "Company memory should update when a correction happens"
description: "PromptQL treats a human correction as a candidate shared rule instead of a fix that dies with the current session."
observed_at: "2026-07-16"
why_it_matters: "Capturing knowledge at correction time closes the loop between agent mistakes and durable organizational behavior without waiting for a separate documentation project."
novelty: "structural"
verification_level: "source-linked"
signal_type: "field-report"
evidence_kind: "mixed"
status: "published"
telegram_message_id: 2703
telegram_url: "https://t.me/qwgai/2703"
topics: ["company-memory","human-feedback","knowledge-systems"]
entities: ["PromptQL"]
related_patterns: []
source_urls: ["https://promptql.io/"]
import_batch: "telegram-2026-07-17-v1"
routes: {"html":"https://newruntime.com/signals/company-memory-updates-at-correction-time/","markdown":"https://newruntime.com/signals/company-memory-updates-at-correction-time.md","json":"https://newruntime.com/signals/company-memory-updates-at-correction-time.json"}
source_format: "telegram-export-normalized-json"
---

# Company memory should update when a correction happens

## Observation

PromptQL treats a human correction as a candidate shared rule instead of a fix that dies with the current session.

## Why it matters

Capturing knowledge at correction time closes the loop between agent mistakes and durable organizational behavior without waiting for a separate documentation project.

## Provenance

Normalized from QWG AI Telegram message 2703. The original Russian-language record remains available at https://t.me/qwgai/2703.