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Knowledge Base Software for B2B Support: Architecture, API Design, and AI Readin

BACKGROUND
1 SIGNALFIRST DETECTED 14 May 2026
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15 Sept
Knowledge Base For AI Agents: What It Must Do

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REPORT · WHAT · Dev.toOPEN STORY
10 May
We tried vectors, ASTs, and brute-force context stuffing for code retrieval. Graphs with LLM-generated semantics worked best. Here's what we learned.

<!-- SC_OFF --><div class="md"><p>We spent the last year building a code indexing system and tried pretty much every retrieval approach along the way. Sharing what actually worked

OPINION · WHAT · LocalLLaMAOPEN STORY
7 May
Why Local AI Changes Software Design More Than Most Developers Realize

<p><em>This is a submission for the <a href="https://dev.to/challenges/google-gemma-2026-05-06">Gemma 4 Challenge: Write About Gemma 4</a></em></p> <h3> Why I Wrote This </h3>

REPORT · WHEN · Dev.toOPEN STORY
26 Aug
Vector Database vs Knowledge Graph: Choosing Your LLM Store

<p><em>A field guide to the two storage paradigms behind every serious LLM application — scored on retrieval, reasoning, cost, and the questions each one can and cannot

REPORT · WHAT · Dev.toOPEN STORY
3 May
USB-C for AI Agents

<p>In December 2025, something remarkable happened in the fractious world of artificial intelligence. Anthropic, OpenAI, Google, Microsoft, and a constellation of other technology

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
27 Apr
The 7 Types of AI Reasoning That Will Reshape Knowledge Work

<p>Most people still think AI is about better answers. That phase is already behind us. What is emerging now is something fundamentally different: AI that reasons. Systems that do

REPORT · WHAT · Dev.toOPEN STORY
25 Apr
Google Just Killed Vertex AI. Here's What the Gemini Enterprise Agent Platform

<p>Vertex AI has been Google Cloud's AI development platform since 2021. On April 22, 2026, at Google Cloud Next in Las Vegas, Google retired it — not with a deprecation notice,

REPORT · WHAT · Dev.toOPEN STORY
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