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Recent posts tagged automation

Description for Tag: "automation"

The use of technology to perform tasks with minimal human intervention.
Level UI • 23 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
9 Reactions 7 Comments
Gigbee • 1 day • in Articles • 6 min read
Tricked Claude to Design the system, Not to Code (part 1)
I wanted to explore automation for a few days, and I came across Minicor, a company working on the problem of automating legacy software. The problem is simple, and I'm still figuring out whether it is worth solving at this level. But I learned a lo...
  • ai
  • architecture
  • automation
  • claude
2 Reactions 0 Comments
messyflame-oss • 1 day • in Articles • 3 min read
How to give your AI Agent access to a Real iPhone
For a long time, mobile automation has been much easier to demonstrate on Android than on iOS. Android has ADB, emulators, and relatively accessible automation tooling. iOS has a different set of constraints, especially when you want to interact with...
  • agenticai
  • ios
  • mobileapps
  • automation
2 Reactions 1 Comments
Tarek-Elzoghby • 1 day • in Articles • 4 min read
I Solved the Same Gmail Problem Two Ways Without Noticing
This is the third post from my n8n intake classifier, a practice project for a fictional automation agency that I built with an AI collaborator. The first was about the classification prompthttps://coderlegion.com/31215/each-fix-to-my-classification-...
  • n8n
  • automation
  • debugging
  • testing
3 Reactions 1 Comments
EmmeKappa23 • 3 days • in Articles • 3 min read
My quality gate wasn't strict. It was dead.
There is a job in my CI called judge. It reads the monthly issue my content pipeline writes, scores it against a rubric with five criteria, and blocks the merge if anything comes back at 2 out of 5 or lower. An LLM grading an LLM, with a written poli...
post-cover-32703
  • automation
  • ci
  • llm
  • testing
0 Reactions 2 Comments
Avneet • 3 days • in Articles • 10 min read
Organization-Wide EC2 DNS Automation with EventBridge & AWS Config Aggregator: One Rule Per Account
🌐 Organization-Wide EC2 DNS Automation with EventBridge and AWS Config Aggregator: One Rule Per Account > TL;DR > - Detecting EC2 launches and terminations across a whole AWS Organization for DNS is not the five-minute single-account job it looks l...
post-cover-32736
  • aws
  • devops
  • serverless
  • automation
5 Reactions 2 Comments
isntlucxs • 3 days • in Articles • 4 min read
Why the LLM in my automation agent never clicks anything
I'm a computer engineering student in Manaus, Brazil, and for my research project I've been building ANCHOR, a web automation agent: you describe a task in plain language "Register Maria Silva, IT department, contractor, accept the terms and save", ...
post-cover-32729
  • ai
  • automation
  • python
  • playwright
2 Reactions 1 Comments
EmmeKappa23 • 3 days • in Articles • 3 min read
A week of green runs, and the pipeline was waiting for me
On 1 September at 10:57 UTC the monthly ingest ran. It opened issue number 3 of the magazine, picked the vertical from the source registry, wrote 19 candidate sources into Postgres with stage = 'discovery', and opened a GitHub issue telling me it was...
post-cover-32698
  • devops
  • automation
  • monitoring
  • postgres
2 Reactions 0 Comments
Amir Amiri • 4 days • in Articles • 10 min read
How I Built a 24/7 AI DevOps Coding Agent for About CAD 200
!My 24/7 AI DevOps Coding Agent Setuphttps://raw.githubusercontent.com/Amiri83/hermis/main/docs/images/247aidevopsagentsetup.png Hermes + Claude Code + Telegram on a cheap always-on thin client. Hi, I'm Amir I'm a DevOps engineer, and a surprisin...
  • devops
  • ai
  • automation
  • productivity
6 Reactions 4 Comments
Tom Smithverified • 19 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
Tarek-Elzoghby • Oct 22 • in Articles • 4 min read
Ambiguous, Invalid, or System Error?
In my previous posthttps://tarek-elzoghby.hashnode.dev/each-fix-to-my-classification-prompt-exposed-the-next-problem, I wrote about the problems I found while defining the categories for an AI intake classifier. I left ambiguous and invalid for anoth...
  • n8n
  • ai
  • automation
  • testing
5 Reactions 4 Comments
Worthy_Son • Oct 21 • in Articles • 12 min read
How to Set Up Automated Social Media Cross-posting for Web Content
Publishing a new blog post is only one part of content marketing. After an article goes live, it also needs to reach readers who follow your website on social media. Sharing every new article manually across multiple platforms can take time, especial...
  • automation
  • webdev
  • social-media
2 Reactions 0 Comments
Alex • Oct 20 • in Articles • 14 min read
Reliable Robotics: "Autonomous Cargo Operations in 2026," With Certification About Two Years Away
> Originally published at vibeagentmaking.comhttps://vibeagentmaking.com/blog/reliable-robotics-raised-160-million-on-autonomous-cargo-operations-in-2026-certification-two-years-away/. Reliable Robotics announced $160 million under the subhead "Comp...
  • aviation
  • regulation
  • evidence
  • automation
1 Reactions 0 Comments
raylabs • Oct 18 • in Articles • 5 min read
Design Publishing Queues That Survive Image Provider Outages
A publishing queue should not forget an article because a photo API had a bad afternoon. Quick solution: if providerError.isTransient { return queue.defer{ state: "MEDIAPENDING", retryAfter: "1h" }; } The retry design must respect Cloudflare Wo...
post-cover-31607
  • publishing
  • workflow-reliability
  • images
  • automation
0 Reactions 0 Comments
raylabs • Oct 18 • in Articles • 2 min read
Deterministic Formatting Normalization
Deterministic formatting normalization prevents expensive LLM generation retries when a model output fails structural validation due to minor whitespace variations. Quick solution: function normalizeQuickSolutionLabelcontent: string: string { re...
post-cover-31604
  • reliability
  • markdown
  • llm
  • automation
0 Reactions 4 Comments
Reigen • Oct 17 • in Tutorials • 4 min read
How I Built a Multi-Agent Micro-SaaS Orchestration Engine in n8n (Zero Cloud Subscriptions)
Building scalable, multi-agent AI systems usually means falling into one of two traps: drowning in the spaghetti code of Python-based orchestration libraries, or bleeding monthly recurring revenue to expensive, proprietary platforms like LangSmith or...
post-cover-31553
  • n8n
  • automation
  • ai
  • webdev
0 Reactions 0 Comments
irehmanahmad • Oct 17 • in Articles • 4 min read
The Night My Pipeline Rejected 43.8% of Everything — and Was Right
Last month, my automated software-ingestion pipeline did something terrifying: it rejected 43.8% of all updates in a single run. Forty-three point eight percent. My first instinct was that the pipeline was broken. It wasn't. It was the only thing in ...
  • automation
  • ci
  • cd
  • androiddevelopment
1 Reactions 3 Comments
Intellodocs • Oct 16 • in Articles • 6 min read
AI Document Management Software in India How to Check Whether an Answer Is Actually Supported by You
AI tools that answer questions from your documents sound great on paper. You type a question, and in two seconds you get a clean answer. No scrolling through forty PDFs. No asking a colleague to resend something. But here is the question nobody asks...
post-cover-31489
  • automation
  • documentation
3 Reactions 1 Comments
PaulChen088 • Oct 16 • in Articles • 12 min read
Harnessing the Nondeterministic Machine: Practical Lessons in Agentic AI Hardening
There is a specific kind of confidence failure that shows up in agentic AI systems. It is not the dramatic hallucination - the confident fabrication of a person who never existed. It is quieter than that. The model understands the task. It understand...
post-cover-31453
  • llm
  • automation
  • agenticai
  • architecture
8 Reactions 2 Comments
orhanerenkara.development • Oct 16 • in Articles • 1 min read
From Bug Reproduction to Playwright Test — Without Starting From Scratch
Ever reproduced a bug, documented the steps, and then had to write the same steps all over again as an automated regression test? That repetitive workflow is what inspired me to build QA Bug, a Chrome extension designed to turn browser-based bug rep...
post-cover-31304
  • test
  • automation
  • softwaretesting
  • chromeextension
0 Reactions 0 Comments
Knihal • Oct 16 • in Articles • 1 min read
Automated Lead Enrichment Workflow: The Complete Guide
Writing Automated Lead Enrichment Workflow: From Raw Leads to Reliable CRM Data A new lead enters your CRM with just a name, an email address, and a company. Your sales team still needs to find the person's role, identify the company, validate t...
  • automation
  • workflow
  • api
3 Reactions 2 Comments
Tarek-Elzoghby • Oct 15 • in Articles • 4 min read
Each Fix to My Classification Prompt Exposed the Next Problem
This comes from my first n8n project with an LLM in it: an intake classifier for an automation agency. It's a practice brief, so the agency and the client are fictional, and I built it with an AI collaborator. The workflow and my full process notes a...
post-cover-31215
  • n8n
  • promptengineering
  • llm
  • automation
5 Reactions 5 Comments
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