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AUTOMATION

  • AI Will Eliminate 80% of Jobs Including Law Careers

    I clearly state I’m happy for her, but I’m in an industry that’s going to rug pull 80% of global jobs in the next 5-10 years. if she goes and study law, she won’t be able to find a job when entering the job market If she studies liberal arts she might have a shot

    → View original post on X — @linusekenstam

  • HighByte Intelligence Hub Demos at Hannover Messe 2026
    HighByte Intelligence Hub Demos at Hannover Messe 2026

    #paidpartnership with @HighbyteInc
    .
    Hannover Messe 2026 runs April 20-24 in Hannover. HighByte is offering complimentary tickets. What you will find at Hall 15, Stand D76:
    – Live Intelligence Hub demos
    – Case studies from Alcon, Bayer, Georgia-Pacific, National Grid
    – Sessions

    → View original post on X — @fogoros

  • Autonomous AI Agent Implements Voice Transcription and Response Workflow

    This is nuts: Clawdbot figured out how to transcribe and respond to a voice message on its own, detecting the Opus format, converting it via FFmpeg, calling OpenAI’s Whisper with a found API key, and replying as if voice support had always existed.

    → View original post on X — @kimmonismus

  • Claude Skills: Self-Contained Workflow Packages for Efficient AI

    What are Claude Skills? 𝗖𝗟𝗔𝗨𝗗𝗘.𝗺𝗱 was never meant to hold entire workflows. But that's exactly where they end up. General rules, coding conventions, 20-step security review processes, deployment checklists. All in one file that loads into every single session, eating context even when Claude is just renaming a variable. 𝗦𝗸𝗶𝗹𝗹𝘀 fix this by turning workflows into self-contained packages that Claude loads only when the task demands it. Here's the idea. A skill is a folder inside .𝗰𝗹𝗮𝘂𝗱𝗲/𝘀𝗸𝗶𝗹𝗹𝘀/. Each folder contains a 𝗦𝗞𝗜𝗟𝗟.𝗺𝗱 file with two things: a 𝗱𝗲𝘀𝗰𝗿𝗶𝗽𝘁𝗶𝗼𝗻 that tells Claude when to activate it, and the workflow instructions that tell Claude what to do. The description is the trigger. Claude reads all available skill descriptions, watches the conversation, and when your request matches, it pulls in that skill automatically. You don't paste the steps. You don't type a command. Claude recognizes the intent and invokes the right skill on its own. You can also trigger any skill explicitly with a slash command like /𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆-𝗿𝗲𝘃𝗶𝗲𝘄 when you want manual control. I recorded a deep dive on skills when they were first released, and everything in it is even more relevant today. The video below walks through exactly how this works. But auto-invocation is just the surface. The real power is what skills can carry with them. Skills are full packages, not just instruction files. A 𝗦𝗞𝗜𝗟𝗟.𝗺𝗱 can reference supporting files that live right next to it using the @ symbol. A detailed security standards document. A release notes template. A compliance checklist. Whatever the workflow needs, the skill bundles it together. Inside 𝗦𝗞𝗜𝗟𝗟.𝗺𝗱, YAML frontmatter defines the name, description, and which tools the skill is allowed to use. The 𝗮𝗹𝗹𝗼𝘄𝗲𝗱-𝘁𝗼𝗼𝗹𝘀 field is worth paying attention to. A security review skill only needs 𝗥𝗲𝗮𝗱, 𝗚𝗿𝗲𝗽, and 𝗚𝗹𝗼𝗯. It has no business writing files. Restricting tool access makes the skill safer and far more predictable. Skills live at two levels. Project skills go in .𝗰𝗹𝗮𝘂𝗱𝗲/𝘀𝗸𝗶𝗹𝗹𝘀/ and get committed to git so the whole team shares them. Personal skills go in ~/.𝗰𝗹𝗮𝘂𝗱𝗲/𝘀𝗸𝗶𝗹𝗹𝘀/ and follow you across every project. A 𝗖𝗟𝗔𝗨𝗗𝗘.𝗺𝗱 with a 20-step security process baked in is dead weight in 90% of your sessions. A 𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆-𝗿𝗲𝘃𝗶𝗲𝘄 skill that activates only when security is on the table is precision. 𝗖𝗟𝗔𝗨𝗗𝗘.𝗺𝗱 tells Claude what rules to follow. Skills tell Claude what workflows to execute. The article below is a complete guide to 𝗖𝗟𝗔𝗨𝗗𝗘.𝗺𝗱, hooks, skills, agents, and permissions, and how to set them up properly. Akshay 🚀 (@akshay_pachaar) x.com/i/article/203496196714… — https://nitter.net/akshay_pachaar/status/2035341800739877091#m

    → View original post on X — @akshay_pachaar, 2026-03-29 10:13 UTC

  • Police Drones Monitor Traffic in China for Road Safety

    Technology at the service of road safety. In China, traffic surveillance is carried out from the air; police drones fly over the streets in search of offenders. What do you think of these surveillance systems? [Translated from EN to English]

    → View original post on X — @juanmerodio, 2026-03-29 09:52 UTC

  • AI Agents: Hype vs Reality in Enterprise Automation
    AI Agents: Hype vs Reality in Enterprise Automation

    𝗪𝗮𝗻𝘁 𝘁𝗼 𝗵𝗶𝘁 𝗮 “𝗵𝗼𝘁” 𝗔𝗜 𝗽𝗹𝗮𝘆 𝗿𝗶𝗴𝗵𝘁 𝗻𝗼𝘄? Call it 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 😎 That’s it. I’ve been noticing a pattern. Almost every founder I speak with is building “AI agents.” Not because they all discovered the same breakthrough. Because the narrative is already winning. Yes, the shift is real. Even Gartner expects a meaningful share of enterprise interactions to move in this direction soon. But here’s the uncomfortable part. Most “agents” today: ▪️ Call a few APIs ▪️ Chain some prompts ▪️ Work on the happy path ▪️ Break when things get real We describe them as if they “reason,” “decide,” and “act.” What stands out to me is this: 𝗪𝗲’𝗿𝗲 𝘀𝗰𝗮𝗹𝗶𝗻𝗴 𝗲𝘅𝗽𝗲𝗰𝘁𝗮𝘁𝗶𝗼𝗻𝘀 𝗳𝗮𝘀𝘁𝗲𝗿 𝘁𝗵𝗮𝗻 𝗰𝗮𝗽𝗮𝗯𝗶𝗹𝗶𝘁𝘆. Most agents look impressive. Few deliver consistently. Because customers don’t care about the label. They care if it works. And when it truly works… 𝗡𝗼 𝗼𝗻𝗲 𝗰𝗮𝗹𝗹𝘀 𝗶𝘁 𝗔𝗜 𝗮𝗻𝘆𝗺𝗼𝗿𝗲. 𝗦𝗼 𝗵𝗲𝗿𝗲’𝘀 𝗺𝘆 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻: Are you building something genuinely autonomous… or something that just sounds like it is? #ai #genai #agents #startups #product #futureofwork

    → View original post on X — @pascal_bornet, 2026-03-29 09:00 UTC

  • Unitree Robots Enter Healthcare as Caregivers and Assistants

    Robots are starting to enter one of the most sensitive environments we have. Healthcare. Unitree’s systems being used as caregivers and assistants show how robotics is moving beyond factories into real-world human settings. The value is clear: Supporting staff with repetitive

    → View original post on X — @mvollmer1

  • OpenClaw Tool Manages Codex Sessions Efficiently

    I use openclaw for that and it manages my codex sessions

    → View original post on X — @steipete