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Recent posts tagged workflows

Description for Tag: "workflows"

Sequences of steps to automate repetitive tasks and improve efficiency.
Level UI • 21 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
7 Reactions 7 Comments
raylabs • Oct 16 • in Articles • 2 min read
Deferring Publication After a Budget-Safe Draft Revision
A Cloudflare Workflow can spend most of its bounded external request budget before publication begins, risking partial failures when generation and publishing share a single run. Quick solution: if !hasPublicationBudget { await commitDraftOnlyrev...
post-cover-31317
  • cloudflare
  • workflows
  • serverless
  • github-api
0 Reactions 8 Comments
raylabs • Oct 16 • in Articles • 2 min read
Selecting the Latest Targeted Revision
A source often has multiple review revisions, and if a targeted workflow scans only a bounded prefix, an older revision can displace the newest one. Quick solution: // Sort matching revision drafts by descending -rN before path tie-break const sel...
post-cover-31309
  • workflows
  • revision-control
  • queues
0 Reactions 0 Comments
floxolab • Sep 10 • in Articles • 9 min read
n8n Free Trial: 3 Workflows to Test in 14 Days
Direct answer: use the 14-day n8n Cloud trial to prove three narrow jobs, not to build a giant automation system. Keep Cloud only if at least two workflows run reliably, a named person can diagnose a failure, and the expected production exec...
  • workflow
  • test
  • trial
  • use
  • workflows
5 Reactions 2 Comments
PaulChen088 • Aug 20 • in Articles • 6 min read
Closing the Loop: From Contradiction Detection to Automated Resolution
The Problem Every knowledge base accumulates contradictions. A new source arrives that disagrees with something already compiled, an updated report revises a market-share figure, two documents describe the same event differently. Under normal condi...
post-cover-25024
  • agentic
  • automation
  • llm
  • workflows
6 Reactions 3 Comments
JustineDevs • Aug 16 • in Articles • 1 min read
I use AI coding agents daily.
My AI coding agent kept claiming "done" without proof. So I built gates for it. I use AI coding agents daily. They're fast. They're also confident when wrong. Last month mine recommended a library which doesn't exist. Another run claimed "build com...
post-cover-24717
  • codex
  • skills
  • workflows
  • opensource
4 Reactions 3 Comments
Jeel Vankhede • Jul 13 • in Articles • 4 min read
They Asked for My AI Rules. But I Could Not Just Hand Them Over.
A team lead announces that the team will start using AI-assisted development. Everyone nods. Nobody asks what that actually means on Monday morning. Some times ago I was in that position. A project I was working on needed to start using AI-assisted ...
post-cover-22525
  • workflows
  • npm
  • cli
  • ai-tools
2 Reactions 2 Comments
Themis Angelopoulos • Jul 13 • in Articles • 7 min read
Orchestrating Complex Workflows: From Sequential to Parallel to Intelligent
Your workflow has 10 steps. Today they run sequentially one after another. Step 5 depends on Step 2, but Step 3-4 could run in parallel. You’re wasting time. I built Socratic-workflow to intelligently schedule tasks: parallel where possible, sequenti...
post-cover-22507
  • ai
  • workflows
  • dataorchestration
0 Reactions 0 Comments
Amara Graham • Mar 19 • in Videos • 1 min read
Anatomy of a Kestra Flow: How It All Fits Together
Join Developer Advocate Amara Graham as she walks through 4 example flows of increasing complexity to show you different workflow components, required properties, and tactics for making your flows easier to read and maintain. Try Kestra for free: ...
post-cover-13223
  • orchestration
  • workflows
2 Reactions 0 Comments
Sunny • Jan 21 • in Articles • 3 min read
Getting Started with the Vercel AI SDK (Beginner to Working Chat App)
If you’re building AI features like chatbots, content generators, AI agents, or streaming assistants, you’ll quickly realize that the “LLM call” is only 20% of the work. The other 80% is: ✅ streaming responses ✅ UI updates in real-time ✅ tool callin...
  • ai
  • workflows
  • agenticai
  • vercel
4 Reactions 1 Comments
Tom Smithverified • 17 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
Posted in Build & Learn group
Michael Larocca • Oct 28, 2025 • in Articles • 8 min read
Sprint Workflow: A Beginner's Guide to Agile Development
In this article, we explore the sprint process in software development. You'll learn to manage tasks using a sprint board, track progress, and enhance team efficiency for successful project deliveries! !https://cdn.hashnode.com/res/hashnode/image/...
post-cover-6925
  • webdevelopment
  • workflows
  • agile
  • build-and-learn
5 Reactions 1 Comments
Sunny • Aug 10, 2025 • in Articles • 2 min read
Unlocking AI-Native Development: Key Highlights from GitHub Galaxy 2025
Introduction Recently, GitHub hosted Galaxy 2025, an all-virtual event spotlighting the future of AI-native software development. This gathering offered a firsthand look at how GitHub is redefining developer workflows — from enterprise-grade securi...
  • ai
  • github
  • github-actions
  • workflows
4 Reactions 1 Comments
Steve Fentonverified • Jun 30, 2025 • in Articles • 5 min read
Two Ways to Reduce Bottlenecks with the Theory of Constraints
Working out how to apply Theory of Constraints in real-world situations can be hard, but there are two simple ways to kickstart it. A chain is only as strong as its weakest link. That’s the idea behind the Theory of Constraints. Just a few weak link...
  • theory-of-constraints
  • agile
  • workflows
7 Reactions 2 Comments
Tejas Vaij • Jun 27, 2024 • in Tutorials • 10 min read
Mastering Web Scraping with Python
Data gathering is made possible via web scraping, which automates the process of extracting information from websites. Powerful libraries like Scrapy, BeautifulSoup, and Selenium, together with its straightforward syntax, make Python the best choice....
  • python
  • workflows
  • webscraping
  • scraping
  • beautifulsoup
4 Reactions 2 Comments
Tejas Vaij • Jun 2, 2024 • in Tutorials • 9 min read
Streamlining Workflows Task Automation with Python
In this comprehensive guide, we embark on a journey into the realm of task automation using Python1. We'll explore how Python can streamline workflows by automating repetitive tasks. From setup to practical examples, you'll learn essential libraries,...
  • python
  • automation
  • workflows
  • scheduling
  • shutil
3 Reactions 1 Comments
Tejas Vaij • May 14, 2024 • in Tutorials • 9 min read
Automating With Python: A Developer’s Guide
In this guide, we'll explore Automation with Python. Automation is key in today's fast-paced world, saving time and effort across various tasks. Python, which is a top choice for Automation. We'll cover its essential libraries along with examples for...
  • python
  • automation
  • scripting
  • workflows
  • operations
5 Reactions 1 Comments
Tejas Vaij • May 1, 2024 • in Tutorials • 10 min read
Leveraging Python for System Administration
In the world of computer systems, keeping things running smoothly is a top priority, and that's where system administrators come in. Python, with its user-friendly interface and powerful capabilities, is like a trusty option. This article dives into ...
  • python
  • development
  • scripting
  • administration
  • workflows
3 Reactions 0 Comments
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