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Then make it work for you.

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© 2026 Onsomble LTD. All rights reserved.

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onsombleai
OverviewSee how it all fits together
Answer Engine OptimisationTrack how your brand shows up in AI answers
For AgenciesTrack client brands across every AI engine
For BusinessSee how AI talks about your brand
Pricing
BlogLatest news and insights
GuidesStep-by-step tutorials
DocsProduct docs and API reference
AI-Powered ToolsFree utilities to enhance your AI workflow.
Learn more
Sign InRun a free scan
onsombleai

See how AI talks about your business.
Then make it work for you.

Company

  • About
  • Careers
  • Contact Us
  • FAQ

Product

  • Docs
  • Blog
  • Pricing
  • Changelog

Features

  • AI Radar
  • AI Glossary
  • Guide

Partnership

  • Agencies
  • Creators
  • Media

News

  • Latest Posts
  • Tools
  • Docs

Follow Us

  • x.com
  • LinkedIn

© 2026 Onsomble LTD. All rights reserved.

Cookie SettingsPrivacy PolicyTerms of ServiceAttributionsImprint
Onsomble Blog

AI visibility, answer engines, and the future of brand discovery.

Insights on AEO strategy, AI-powered search, and how brands stay visible when answers replace links.

All posts
Strategy
Workflows
Engineering
AEO
Opinion10 min read

The Anthropic Institute and What AI's Builders Are Quietly Preparing For

When the people building frontier AI start building institutional infrastructure to manage societal fallout, that tells you more about the timeline than any benchmark.

Rosh Jayawardena
Rosh Jayawardena
Mar 14, 2026
Workflows

How to Structure Documents So AI Actually Understands Them

AI doesn't read documents like humans do. Here's how to structure your content so AI tools can actually find what you're looking for.

Rosh Jayawardena
Rosh Jayawardena
Feb 11, 2026
Engineering8 min read

Microsoft Is So Worried About Claude Code, They're Testing It Against Copilot

Microsoft just told thousands of engineers to install Claude Code and compare it to Copilot. When you're running internal benchmarks against a competitor, you're not confident you're winning.

Rosh Jayawardena
Rosh Jayawardena
Jan 23, 2026
Engineering9 min read

RAG vs. Long Context Windows: A Decision Framework for Research Workflows

Long context windows are getting massive—but that doesn't mean RAG is dead. Here's when each approach actually works, with real numbers.

Rosh Jayawardena
Rosh Jayawardena
Dec 28, 2025
Engineering7 min read

How to Write Documents That AI Can Actually Understand (With Before/After Examples)

Everyone obsesses over prompts. The pros optimize their documents. Here's what actually moves the needle.

Rosh Jayawardena
Rosh Jayawardena
Dec 27, 2025
How To9 min read

RAG vs Fine-Tuning: A Decision Framework for Real Projects

RAG and fine-tuning solve different problems. Here's how to decide which one your project actually needs.

Rosh Jayawardena
Rosh Jayawardena
Dec 25, 2025
Thought Leadership7 min read

Your Notes Are Everywhere. Your AI Forgets Everything. Now What?

Your knowledge is scattered across a dozen tools, and none of them talk to each other. The AI tools are supposed to help, but they forget everything the moment you close the tab.

Rosh Jayawardena
Rosh Jayawardena
Dec 24, 2025
Engineering3 min read

The Open Source Radar - Week of the 15th December

We are seeing a shift from AI that chats to AI that acts. This week, we look at 5 open-source projects redefining the build—from autonomous coding agents to infinite video generation.

Rosh Jayawardena
Rosh Jayawardena
Dec 14, 2025
Workflows9 min read

The Productivity Lie: Why AI Made Me Slower Before It Made Me Faster (and the 3 techniques that finally fixed it)

A founder’s honest take on why AI can slow experienced developers down (METR found a 19% slowdown), why it feels faster, and the three techniques—prompt engineering, context engineering, and workflow engineering—that actually improved my output.

Rosh Jayawardena
Rosh Jayawardena
Dec 14, 2025