From the Korelos Team
Product updates, engineering deep-dives, and practical guides for teams building with AI agents.
The Three-Layer Stack Every Production AI Agent Needs
After eighteen months of watching teams ship and break agents in production, the same architecture keeps appearing. Here’s the three-layer pattern that holds up under load.
CompanyWhy We’re Building Korelos in Pakistan
Most AI infrastructure companies are built in San Francisco. We’re building Korelos in Islamabad. Here’s the case for why that’s an advantage, not a compromise.
TutorialFunction Calls vs. Stateful Agents: A Practical Comparison
A function call is one round trip. An agent is a control loop. The difference matters more than most teams realize when they go from prototype to production.
Use CasesWhat Six Months of Building AI Agents Taught Us About Tool Use
We’ve watched early-access partners deploy agents across customer support, internal automation, and research workflows. Here’s what we’ve learned about what works and what doesn’t.
CompanyWhy We Built Korelos: The Infrastructure Problem No One Talks About
Every team building AI agents faces the same invisible wall. Here’s what we saw, and why we decided to build the platform we wished existed.
TutorialYour First AI Agent in Under 5 Minutes
A practical walkthrough of creating, configuring, and deploying your first agent on Korelos — no infrastructure setup required.
EducationAI Agents vs. Traditional Automation: What’s Actually Different?
Rule-based bots and RPA tools have been around for years. AI agents are something meaningfully different — here’s a clear breakdown of why.
EngineeringMemory in AI Agents: Why It Matters More Than You Think
Most agent demos ignore memory entirely. Production agents can’t. Here’s how Korelos handles memory and why the design decisions matter.
Use CasesHow AI Agents Are Reshaping Customer Support in 2026
Customer support is the most common first deployment for AI agents. Here’s what’s working, what isn’t, and what the teams getting it right have in common.
ProductKorelos Early Access: What We’ve Built and What’s Coming Next
A look at what we’ve built so far, the feedback shaping the platform, and the path to dev beta in mid 2027.