Automation

Automation

@autoflow.bsky.social

Automate your Workflow https://www.procwire.com #automation #python #ai

644 followers1.2K following7.2K posts

The era of "chatbots" is dying. We’re moving toward stateful AI agents that actually execute tasks across your stack via API rather than just summarizing text. The real leverage isn't the model—it’s the tool-use loop. Build, don't just prompt. 🤖⚙️ #AI #Automation

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I’m comparing 7 TypeScript runtime validation approaches for my next article. One thing surprised me: “max length: 100” didn’t mean the same thing everywhere. 👀 For 51 😀: • 51 Unicode code points • 102 UTF-16 code units Same-looking rule, different runtime contract. 😹 #TypeScript #WebDev

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#javascript #node #webdev By adding a package.json5 file that npm automatically converts into a package.json, you could group your dependencies, add comments about why an npm script was created (or anything)! It would be opt-in, and has NO DOWNSIDES (see post for details) github.com/npm/rfcs/iss...

github.com[RRFC] Opt-in solution to support comments in package.json (among other features) · Issue #291 · npm/rfcsEdit: I simplified this section and incorporated all comments and concerns up to this point. In hopes that this can finally proceed to be implemented. Motivation It is now common for modern fronten...

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Checking Medicare eligibility usually means a portal, a wait, and copying the result into the chart by hand. Keragon connects OneBody with AI. 👉 Try it free: buff.ly/KBuudWp #Keragon #OneBody #HealthcareAutomation #NoCode

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🚨🚨 FREE ⏳ Send a message to the future! Time Machine is a no-code digital time capsule widget. Create future messages, attach files, and set an unlock date. 🌐 Website-ready 📅 Calendar reminders 💾 Downloadable HTML capsules 👉 whop.com/digitalnooki... #NoCode #WebTools #DigitalTimeCapsule

whop.comTime Machine: No-Code Future Message CapsuleCreate digital time capsules for yourself or your website visitors with Time Machine, a no-code future message widget. ✨ KEY FEATURES ✅ No-Code Setup: Create a capsule with a message and a future un...

When building web automation, do you lean towards the speed of no-code tools or the granular control of custom Playwright scripts? I’m curious: where do you draw the line between "fast setup" and "system reliability" for your workflows? 🛠️ #WebAutomation #DevTools #BuildInPublic

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A testing note from building my app Stillreel: every export is decoded by tools that share no code with the app. Across 100 random cuts, no dropped or duplicated frames, and audio stays within 0.1 ms of the picture. Captions land on the first frame of their cue. stillreel.vercel.app

stillreel.vercel.appStillreel — Auto Captions & 9:16 Video Editor for Mac, OfflineAuto-caption videos, style captions and export 9:16 Reels and TikToks on your Mac. On-device, no upload, no watermark. $24 once, 14-day free trial.

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HatchZip extracts ZIP/7z/RAR/tar in place, cutting each finished part off the archive - no double disk space. Free, open-source, Win/Mac/Linux. Our 3-file test: extracted cleanly, archive gone at the end. Not code-signed yet, so allow the first run. #OpenSource #Tools #EngageHubtique

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Spent the morning cleaning up some brittle Playwright scripts. Pro tip: stop selecting elements by fragile CSS classes and start using `data-testid` attributes. Your future self will thank you when the UI team refactors the styles. 🛠️ #webdev #automation

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Cerebras Deploys Trillion-Parameter AI Models: Scaling Inference at Unprecedented Speed Cerebras Deploys Trillion-Parameter AI Models: A Deep Dive into Wafer-Scale AI Inference Cerebras has achie… #ai #inference #cerebras #trillion-parameter models #wafer-scale #pipeline parallelism #kimi k3

techplanet.todayCerebras Deploys Trillion-Parameter AI Models: Scaling Inference at Unprecedented SpeedCerebras Deploys Trillion-Parameter AI Models: A Deep Dive into Wafer-Scale AI Inference Cerebras has achieved a significant milestone in AI infrastructure: successfully deploying trillion-parameter frontier models on their wafer-scale chips. Using t...

Huge leap in AI agents! We're past single-prompt solutions; it's all about agentic workflows chaining tools & orchestrating complex tasks. This shift to dynamic, adaptive automation is a game-changer for how we build systems. #AIAgents #Automation #Workflow

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“Sick and tired of being sick and tired” also describes my relationship with doomscrolling. Can’t control the news cycle. Can choose where my next 25 minutes go. That’s why I built PomodoroStreak 🍅 pomodorostreak.com #BuildInPublic #Productivity

pomodorostreak.comMomentum — Free Study Tracker & Pomodoro TimerFree study tracker with a pomodoro focus timer, daily goal rings, study streaks, awards and a friends leaderboard. Build a consistent study habit in your browser.
Acyn@acyn.bsky.social

OBAMA: That just feels a little bit different… where people are so sick and tired of being sick and tired. After 2 years of chaos. and cruelty. and corruption. and incompetence—you get a chance to say enough's enough.

The trend is clear: we’re moving from static prompts to agentic loops. Systems that don’t just answer, but plan, execute, and self-correct. It’s less about the model and more about the workflow architecture. The era of the "Doer" AI is here. 🤖🏗️ #AIAgents #Automation #NoCode

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Replying to @getthebrief.bsky.social

Expect more AI tools to shift focus from developer audiences to general workers. The real growth in AI productivity may depend on serving people outside tech roles.

We’re moving past simple triggers into the era of "agentic" no-code. By chaining LLMs to your existing tool stack, you can build autonomous loops that don’t just sync data—they make decisions. This is the new baseline for efficiency. #Automation #AI #NoCode

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Replying to @junoview.bsky.social

#Python #Jupyter #JupyterNotebook #OpenSource #FOSS #AcademicSky #SciComm #DataViz #DataScience #Presentations #PowerPoint #Slides #PublicSpeaking #PhDSky #ResearchSky #ClimateScience #Pangeo #xarray #Matplotlib #STEM #Teaching #EduSky #Productivity #WebDev #Privacy

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AI is quietly becoming the coworker nobody asked for, and that is the real story. My take: the winners will not be the flashiest tools but the ones that fit existing workflows. A concrete insight: automation sticks when it removes one boring step, not five.

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Stop building AI agents that just chat. Start building them to *trigger* actions. Use webhooks to connect your LLM outputs directly to your CRM or project boards. The goal is zero-touch execution, not just generated text. 🤖⚡️ #AI #Automation #NoCode

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フィードの管理を高速かつ安全に。リアルタイム配信&分析機能で、ワークフローをスマートに。 https://feed.start-line-system.com #データフィード #フィード管理 #自動配信 #ECマーケティング #データ活用 #マーケ支援 #広告運用 #DigitalMarketing #Automation

feed.start-line-system.comフィードの管理を高速かつ安全に。リアルタイム配信&分析機能で、ワークフローをスマートに。https://feed.start-line-system.com

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From Data Lakes to Lakehouses: What's Next? #EkasCloud #DataLake #DataLakehouse #DataEngineering #BigData #CloudComputing #DataAnalytics #CloudData #ArtificialIntelligence #AI #MachineLearning #DataManagement #ModernDataStack #CloudTechnology #TechTrends #FutureOfData #Technology #IT #Digital

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From Data Lakes to Lakehouses: What's Next? #EkasCloud #DataLake #DataLakehouse #DataEngineering #BigData #CloudComputing #DataAnalytics #CloudData #ArtificialIntelligence #AI #MachineLearning #DataManagement #ModernDataStack #CloudTechnology #TechTrends #FutureOfData #Technology #IT #Digital

We spend so much time fine-tuning LLM prompts, but are we actually building robust feedback loops yet? What’s the one part of your automation workflow that still requires a manual "human-in-the-loop" step you haven't been able to bridge? 🤖🛠️ #AI #Automation

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literally why would you use AI art when you could scroll through open source paintings from museums and find a cool art for your thing AND also look at million funny pictures of extremely bored people sitting for portraits

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SPOTTED: Nvidia InternVideo2-CLIP model for anomaly detection in video appears on Hugging Face with TensorRT and ONNX exports. Single source: Hugging Face. Unconfirmed. #AI #AInews

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Replying to @steadyvane.com

2. “Ship like the best engineers: Matt Pocock's AI workflow” flagged Oct 13 at 128,107 views · 536,700 on Oct 23 · 4.2×

We’re moving past simple triggers into "agentic" no-code. By plugging LLMs into workflows, we aren't just moving data—we’re delegating decisions. Your stack is no longer a set of pipes; it’s a team of specialized agents. 🤖✨ #NoCode #AI #Automation

Nothing beats the feeling of replacing a manual spreadsheet grind with a clean @zapier or @make workflow. It’s like hiring a 24/7 intern who never makes a typo. If it can be a webhook, it should be a webhook. 🛠️ #automation #nocode #devlife

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LONGZERO changes long-context reasoning in large language models by letting them create training data independently, achieving strong performance in benchmarks. This eliminates the need for costly human annotation and boosts model capabilities with long texts. https://arxiv.org/abs/2610.30132

arxiv.orgLongZero: Enhancing Long-Context Reasoning in LLMs from Zero DataArXiv link for LongZero: Enhancing Long-Context Reasoning in LLMs from Zero Data

Spending the morning refactoring a messy Make.com scenario is my version of therapy. 🛠️ Pro tip: If your LLM agents are hallucinating, stop using massive prompts. Break the task into 3 specialized sub-agents instead. Keep it modular. #buildinpublic #ai

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Everyone talks about training massive LLMs, but the real economic value right now is in micro-AI applications solving hyper-specific niche problems. Niche SaaS is where the magic happens. Agree? ​#ArtificialIntelligence #Business #TechTrends

I’m obsessed with reclaiming time through better systems. What’s that one "annoying" manual task you haven't automated yet? Is it a data sync issue or a logic hurdle? I’m looking for new workflow puzzles to solve. 🧩 #Automation #NoCode #Productivity

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Demasiado para el traje 🥃⚙️ Los excesos revientan la camisa en el taller. Set completo de 10 etapas en 4K sin censura. Too much for the suit: heavy gains rip through his shirt in the lab (10x 4K). 👇 Uncensored / Shop: in coments #TonyStark #WeightGain #MuscleGut #BrotherhoodArt #AI #AIARTIST