Give OpenClaw long-term memory that actually works! OpenClaw agents are powerful for dev work – scheduled workflows, automated testing, continuous monitoring of codebases. But there's a memory problem. Across sessions, OpenClaw's auto-memory gets stored by day in
AUTOMATION
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AI tool automates a year of accounting in 20 minutes
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C'est DINGUE. J'ai uploadé mes relevés bancaires à Claude Opus 4.6. Il a analysé une année complète de transactions, séparé revenus et dépenses, et tout catégorisé. 20 minutes plus tard, la comptabilité était terminée.
Environ 11 000€ de travail comptable réglé en une -
Agentic AI Periodic Table: Memory, Planning, Tools, Safety
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Agentic AI has a “Periodic Table.” It includes: LLM, RL, RAG
PLAN, MAS, LTM
SAFE, TEST, HUMAN
A2A, CREW, NET
HR, MKT, LEGAL use cases Autonomous AI = memory + planning + tools + safety + collaboration. It’s an ecosystem, not a feature. Credit: Prem Natarajan #AgenticAI -
AI Automation Dramatically Reduces Data Entry Time and Costs
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RÉSULTAT ATTENDU Avant ce prompt : 15-20h de saisie manuelle
Risques d'erreurs humaines
Ennui mortel
Coût comptable : 500-1500€ Après ce prompt : 20 minutes de traitement
90% du travail automatisé
Données structurées prêtes
Coût : 0€ (ou coût Claude API minimal) Économie : -
AI model efficiently categorizes a year of financial transactions in minutes
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C'est DINGUE. J'ai uploadé mes relevés bancaires à Claude Opus 4.6. Il a analysé une année complète de transactions, séparé revenus et dépenses, et tout catégorisé. 20 minutes plus tard, la comptabilité était terminée.
Environ 11 000€ de travail comptable réglé en une -
Edge Central Unlocks OT Data Silos with OPC UA Standardization
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#Sponsored by IOTechSystems.
— Lucian Fogoros (@fogoros) 16 mars 2026
Your OT data is worth millions. But it is trapped inside equipment that was never designed to share it. Every PLC is an island. Edge Central breaks those islands open and normalizes the data into one standard (OPC UA) without replacing anything on the… pic.twitter.com/6rMmWnlHQJ#Sponsored by IOTechSystems.
Your OT data is worth millions. But it is trapped inside equipment that was never designed to share it. Every PLC is an island. Edge Central breaks those islands open and normalizes the data into one standard (OPC UA) without replacing anything on the -
New version of MuleRun AI agent tool offers enhanced workflow automation
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Long time fan of @MuleRun_AI, but V2's in a league of its own.
— Charly Wargnier (@DataChaz) 16 mars 2026
Imagine a secure, supercharged OpenClaw 24/7 on a powerhouse cloud server.
It:
→ plugs into "180,000+ agent skills 🤯
→ learns all your daily workflows
→ gets smarter over time
I've added cool links in the 🧵↓ https://t.co/DDDsT4F0YvLong time fan of @MuleRun_AI
, but V2's in a league of its own. Imagine a secure, supercharged OpenClaw 24/7 on a powerhouse cloud server. It:
→ plugs into "180,000+ agent skills → learns all your daily workflows
→ gets smarter over time I've added cool links in the ↓ -
Autonomous React Loop: Key Difference in AI Agent Architecture
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Yeah, the react loop being done autonomously is basically the main difference !
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Human Future: Design and Intelligence Over Robotic Competition
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Quizá el futuro del trabajo humano no esté en competir con la precisión de los robots, sino en diseñar, pensar y dar sentido a un mundo donde la eficiencia ya no depende de nuestras manos, sino de nuestra inteligencia. pic.twitter.com/3u6C72YTtf
— Juan Merodio (@juanmerodio) 16 mars 2026Quizá el futuro del trabajo humano no esté en competir con la precisión de los robots, sino en diseñar, pensar y dar sentido a un mundo donde la eficiencia ya no depende de nuestras manos, sino de nuestra inteligencia.
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AI Automation Limits: Testing Claude Coworking Chains and Judgment
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my version of 2 is “the stuff that AI just oneshotted, what was the immediate action or thought just before or after you handed over to ai” – for me specifically claude cowork. i end up chaining more and more things and testing the limits of the automation and judgment and