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The GitLab Way: How We Scaled Autonomous Problem-Solving with MVC, Boring Solutions, and the GitLab CLI
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The GitLab Way: How We Scaled Autonomous Problem-Solving with MVC, Boring Solutions, and the GitLab CLI

DEV Community·Pavan Kumar Sadashiv·8 days ago
#URde7apJ
#gitlab#productivity#pillar#devops#ai

A complete guide to adopting GitLab's core engineering values—Minimum Viable Change (MVC), Boring Solutions, and Handbook-First—paired with modern glab CLI workflows and AI pair-programming.

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LLMs are eroding my software engineering career and I don't know what to do
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LLMs are eroding my software engineering career and I don't know what to do

Hacker News·5 months ago
#sia3m908
#human-in-the-loop#ai#llm#software#good

I'm a software engineer, completing 10 years of professional experience this year. I started my career as a web frontend engineer (it was easier for me to de...

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The 4 pillars of a production-grade AI agent (from a doctor who taught himself to code)
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The 4 pillars of a production-grade AI agent (from a doctor who taught himself to code)

DEV Community·Driss Amiroune·6 months ago
#78fUDUZq
#pillar#ai#python#beginners#agent

Four non-negotiable principles I impose on every agent I deploy. With the Python code. From running ~104k lines in production on a 5€/month server.

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Why I Stopped Just "Building Websites" (And Started Building Traffic Machines) 🚀
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Why I Stopped Just "Building Websites" (And Started Building Traffic Machines) 🚀

DEV Community·Said Ghazal·6 months ago
#XIToRCSs
#pillar#webdev#ai#freelance#developer

From Dev.to - webdev: Why I Stopped Just "Building Websites" (And Started Building Traffic Machines) 🚀

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How I Use AI to Prep for Coding Interviews in 2025 — A Complete Strategy That Actually Works
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How I Use AI to Prep for Coding Interviews in 2025 — A Complete Strategy That Actually Works

DEV Community·Suifeng023·6 months ago
#W5unmb25
#pillar#week#my#problem#interview

From Dev.to - python: How I Use AI to Prep for Coding Interviews in 2025 — A Complete Strategy That Actually Works

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What Site Reliability Engineering Actually Is, and Why It's a National Infrastructure Discipline
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What Site Reliability Engineering Actually Is, and Why It's a National Infrastructure Discipline

DEV Community·Nijo George Payyappilly·6 months ago
#YDe3mg5D
#pillar#fact#sre#engineering#rate

From Dev.to - kubernetes: What Site Reliability Engineering Actually Is, and Why It's a National Infrastructure Discipline

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The 3 Pillars of Agentic DevOps: From Zero to Hero
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The 3 Pillars of Agentic DevOps: From Zero to Hero

DEV Community·Hector Flores·6 months ago
#SHLaGOxm
#pillar#pattern#ai#agent#context

Agentic DevOps isn't one tool — it's three continuous feedback loops. Here are the 3 pillars that take you from beginner to fully autonomous.

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Automating Your Neighborhood Narrative: AI for Hyper-Local Reports
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Automating Your Neighborhood Narrative: AI for Hyper-Local Reports

DEV Community·Ken Deng·6 months ago
#NMfmkkq0
#ai#automation#for#solo#pillar

You know the drill: the CMA data is ready, but transforming those numbers into a compelling,...

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NIST NCCoE AI Agent Identity & Authorization: What Developers Need to Build
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NIST NCCoE AI Agent Identity & Authorization: What Developers Need to Build

DEV Community·willamhou·6 months ago
#sgmu50s9
#pillar#ai#security#compliance#agent

The NIST NCCoE concept paper surfaces four control areas for AI agent governance — identification, authorization, delegation, auditing & non-repudiation. Here's what each one actually requires, with working Python code for the hardest three.

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AI Agent Observability: The 4 Pillars That Keep Your Agents from Burning $2,000 at 3 AM
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AI Agent Observability: The 4 Pillars That Keep Your Agents from Burning $2,000 at 3 AM

DEV Community·Nebula·6 months ago
#nPEc1zRw
#pillar#ai#devops#agent#self

Your agent's dashboards are green but it's looping silently, burning tokens, and hallucinating. Traditional APM can't see this. Here's the observability stack that catches agent failures before they hit your invoice.

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Webhook Retry Strategies (2026) — Idempotency, Backoff, Dead Letters
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Webhook Retry Strategies (2026) — Idempotency, Backoff, Dead Letters

DEV Community·ShotaTanikawa·6 months ago
#Gn55xHdm
#pillar#webhooks#node#postgres#event

Stripe retries up to 17x over 3 days. Square retries 70x over 72 hours. If your handler charges a card or sends an email, you need idempotency. Here's the full pattern with verified provider numbers.

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