---
title: "Khairallah AL-Awady on X: Anthropic engineer insights"
url: https://stacklist.com/card/b2c16bd3-2c88-4661-96cc-845dd1af4df5
source_url: "https://x.com/eng_khairallah1/status/2061821319034143172"
stack: https://stacklist.com/stack/539051c9-e760-4bd5-a86b-ac120e4ae368
summary: "Khairallah AL-Awady shares insights from an Anthropic engineer about using Claude Cowork to build self-prompting automation systems rather than manually chatting with Claude. The thread highlights daily task pipelines, multi-agent workflows, and automation techniques that most Claude users are unaware of."
tags: "claude, automation, ai-workflows, anthropic, prompt-engineering, ai-agents, claude-cowork"
key_entities: "Khairallah AL-Awady (person), Anthropic (organization), Claude (technology), Claude Cowork (technology), AI automation workflows (concept), multi-agent systems (concept)"
classification: "snippet"
content_hash: "sha256:1b47db38ba1ce9752b9679e05844eca0157a24cc20323210da9a28e1cab110a1"
acp_version: "0.2"
token_counts_approximate: 844
visibility: public
agent_accessible: true
status: "final"
---

# Khairallah AL-Awady on X: Anthropic engineer insights

Khairallah AL-Awady @eng_khairallah1 Anthropic engineer: "You're not supposed to prompt Claude. You're supposed to build a system that prompts itself." this is one of the best workflows I've seen in a long time in this video she breaks down exactly how most people are using Claude: - the 14% you lose to a word - the automation workflows most users don't know exist - the daily task pipelines that run without touching the keyboard - the daily workflows Anthropic's own engineers automated first if you've been using Claude for more than a month and never left the chat window, you've been using one agent when you could be running a team of them instead of another show tonight, watch this make sure to bookmark it before it gets lost in your feed the guide is in the article below 00:00 Khairallah AL-Awady @eng_khairallah1 Jun 2 Article How to Use Claude Cowork to Automate Your Entire Day (Full Course) There is a version of Claude that most people do not even know exists. Save this :) It is not in the chat window. It is not in the API. It is not in the terminal. It is called Claude Cowork. And it is... 2:44 PM · Jun 2, 2026 910.2K Views :host{display:inline-block;direction:ltr;white-space:nowrap;line-height:var(--number-flow-char-height, 1em) !important}span{display:inline-block}:host([data-will-change]) span{will-change:transform}.number,.digit{padding:round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) 0}.symbol{white-space:pre} 9 7 number-flow-react > span{font-kerning:none;display:inline-block;line-height:var(--number-flow-char-height, 1em) !important;padding:calc(round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) * 2) 0} 97 :host{display:inline-block;direction:ltr;white-space:nowrap;line-height:var(--number-flow-char-height, 1em) !important}span{display:inline-block}:host([data-will-change]) span{will-change:transform}.number,.digit{padding:round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) 0}.symbol{white-space:pre} 5 3 8 number-flow-react > span{font-kerning:none;display:inline-block;line-height:var(--number-flow-char-height, 1em) !important;padding:calc(round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) * 2) 0} 538 :host{display:inline-block;direction:ltr;white-space:nowrap;line-height:var(--number-flow-char-height, 1em) !important}span{display:inline-block}:host([data-will-change]) span{will-change:transform}.number,.digit{padding:round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) 0}.symbol{white-space:pre} 4 . 3 K number-flow-react > span{font-kerning:none;display:inline-block;line-height:var(--number-flow-char-height, 1em) !important;padding:calc(round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) * 2) 0} 4.3K :host{display:inline-block;direction:ltr;white-space:nowrap;line-height:var(--number-flow-char-height, 1em) !important}span{display:inline-block}:host([data-will-change]) span{will-change:transform}.number,.digit{padding:round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) 0}.symbol{white-space:pre} 1 2 K number-flow-react > span{font-kerning:none;display:inline-block;line-height:var(--number-flow-char-height, 1em) !important;padding:calc(round(nearest, calc(var(--number-flow-mask-height, 0.25em) / 2), 1px) * 2) 0} 12K Read 97 replies