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Building AI Agents: The Fundamentals

BACKGROUND
19 SIGNALSFIRST DETECTED 29 March 2026
Narrative synthesis pending — 19 signals collected.
How the story developed
8 Sept
29 Mar
Building AI Agents: The Fundamentals
REPORT · WHAT · Dev.to
7.1
Other feeds and industry voices
16 May
We're Defining a New Category: Agent Runtime Operations

<p>You've heard of DevOps. You've heard of AIOps. You've probably heard of MLOps.</p> <p>But there's a category that doesn't exist yet — and it's the one the AI industry needs

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31 Mar
Unlock Local AI: Generating Synthetic Data for Powerful Fine-Tuning

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4 Oct
Qwen3.8 27B | 1 x R9700: 262K context, half a million tokens of reusable cache, ~180 tok/s. And yes, let's talk about the "3-bit" :)

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1wxfdt9/qwen38_27b_1_x_r9700_262k_context_half_a_million/"> <img alt="Qwen3.8 27B | 1 x R9700: 262K context,

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1 May
Building Production-Grade Tools for AI Agents: What Works After 100 Deployments

<p>Most developers who build AI agents make the same mistake: they spend weeks designing the orchestration layer, tuning the system prompt, and picking the right model — then hand

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19 May
AI Agents in Production: Why They Fail Silently and How to Catch It

<p>Your agent passed all the tests. It's been running in production for three weeks. And it has been quietly wrong the entire time.</p> <p>This is not a hypothetical. Galileo's

REPORT · WHEN · Dev.toOPEN STORY
18 May
Connect Your MCP Server With DeepSeek V4 — Step-by-Step Guide (2026)

<h2> TL;DR </h2> <ul> <li> <strong>DeepSeek V4 shipped April 24, 2026</strong> in two flavours: <strong>V4-Pro</strong> (1.6T MoE / 49B active) and <strong>V4-Flash</strong> (284B

REPORT · WHAT · Dev.toOPEN STORY
15 May
Google Remy and Meta Hatch: The Technical Architecture Behind 24/7 Personal AI Agents

<h1> Google Remy and Meta Hatch: The Technical Architecture Behind 24/7 Personal AI Agents </h1> <p>Two big AI agent stories broke this week that every developer building on top

REPORT · WHEN · Dev.toOPEN STORY
21 Apr
Multi-Model LLM Routing: Why 76% of Your Inference Shouldn't Touch GPT-4

<p><em>Originally published on <a href="https://aideazz.hashnode.dev/multi-model-llm-routing-why-76-of-your-inference-shouldnt-touch-gpt-4" rel="noopener noreferrer">AIdeazz</a> —

REPORT · WHEN · Dev.toOPEN STORY
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