when AI ends the 5 day work week, a lot of people are gonna find their anxiety and depression are gone
→ View original post on X — @ceobillionaire, 2026-04-06 00:10 UTC
AUTOMATION
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Perfect OpenClaw Setup: Essential Files and Folder Structure Guide
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Most people install OpenClaw, connect a channel, and never touch the workspace folder.
— Corey Ganim (@coreyganim) 6 avril 2026
That's like hiring an employee and never giving them a job description.
The 80/20 of a perfect setup:
1. AGENTS.md is your highest-leverage file. Core directives, hard rules, tool… https://t.co/q0otzVtSxc pic.twitter.com/JWdGPcUPLwMost people install OpenClaw, connect a channel, and never touch the workspace folder. That's like hiring an employee and never giving them a job description. The 80/20 of a perfect setup: 1. AGENTS.md is your highest-leverage file. Core directives, hard rules, tool instructions. Keep it under 300 lines. 2. Three identity files: IDENTITY.md (who the agent is), USER.md (who you are), SOUL.md (how it communicates). 3. Skills folder: one SKILL.md per workflow. Meeting prep, content writing, email drafts. Each one turns a 20-minute task into a single command. 4. Memory folder: daily logs at memory/YYYY-MM-DD.md. Without this, every session starts from zero. 5. .secrets folder: API tokens go here, never in AGENTS.md. Gitignore it. 6. HEARTBEAT.md: controls what your agent does on scheduled check-ins. This is how you make it proactive. Get AGENTS.md right first. Everything else is optimization. Full guide below. Corey Ganim (@coreyganim) x.com/i/article/203606620216… — https://nitter.net/coreyganim/status/2036070952987988290#m
→ View original post on X — @ceobillionaire, 2026-04-06 00:07 UTC
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Improved Harness Prompt and Message Tracking System
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No, I improved the harness and prompt and message tracking/parsing.
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AI robots already automating household tasks today
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This isn’t the future…
— Fabrizio Bustamante Escudero (@Fabriziobustama) 5 avril 2026
this is already happening. 🤖🏠
Washing. Cleaning. Organizing.
No breaks. No complaints.
The question isn’t if…
it’s how fast.#AI #Automation #innovation #5G #Robotics #IoT #Technology #NLP #Bigdata pic.twitter.com/LfS27zkPFpThis isn’t the future… this is already happening. 🤖🏠 Washing. Cleaning. Organizing. No breaks. No complaints. The question isn’t if… it’s how fast. #AI #Automation #innovation #5G #Robotics #IoT #Technology #NLP #Bigdata
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Impact of token limits on AI agent performance in cybersecurity
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Real world example: raising token limits from 3M to 10M tripled the amount of work that Codex could do independently on cybersecurity tasks. From 3.1 hours to 10.5 hours.
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Connected devices transforming industrial plant operations and manufacturing
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Connected devices are reshaping plant operations. Anyone running into this yet? @IIoT_World @CRudinschi @agentic_factory @fabot70 @gp_pulipaka @jblefevre60
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How Agentic AI Powers a $6.3M ARR Company Without Coding
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A conversation with Ben Cera of https://t.co/QOTSuoMsvE about how he sees agentic systems evolve. How he runs a $6.3M ARR company with AI doing most of the heavy lifting, translation: he has not written any code himself.
— Linus ✦ Ekenstam (@LinusEkenstam) 5 avril 2026
Enoy. pic.twitter.com/LtmzW3OOUqA conversation with Ben Cera of http://
polsia.com about how he sees agentic systems evolve. How he runs a $6.3M ARR company with AI doing most of the heavy lifting, translation: he has not written any code himself. Enoy. -
Major progress on automated testing with AI assistance
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Not quite at dark factory levels, but that's a big step forward. Brainstormed with codex and it… just works (okay took 6h to build but damn. Way better than old-school e2e tests)
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New QA Process Using OpenClaw for Self-Testing with Synthetic Messages
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Working on a new QA process where we use openclaw to QA openclaw with a new synthetic message channel. Orchestrator agent understands project, defines tasks (e.g. ask agent to create cron) then verifies that agent did what that. If failure -> spin up subagent to analyze+fix.
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AI agents monitor X AI community for you automatically
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My AI agents read the AI community on X so you don't have to: https://
alignednews.com/ai What are your AI agents doing so you don't have to?