Agentikas Labs
WebMCP: The Protocol That's Changing the Game
An open protocol by Google and Microsoft that lets AI agents interact with any website. Here's how it works.
Ideas about the agentic web
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From the Lab
- Labs
Day 4 — When Anthropic blocks you: why every A2A agent needs a local MODE
Day 4 was meant to test the 5-agent pipeline against real Claude. It ended with 4 hours fighting Anthropic billing, a clear architectural lesson, and an Ollama + Qwen 2.5 Coder 32B integration that's worth more than the original plan.
- Labs
Day 3 — A2A + MCP together: exposing a repo as a Model Context Protocol server
Day 2 left the agents deciding architecture without real repo context. Day 3 introduces MCP (Model Context Protocol) as a complement to A2A: a Codebase MCP server that exposes the code, and a Project Mapper agent that consumes it via the Anthropic SDK's native MCP integration.
- Labs
Day 2 — From Auditor to Tech Lead: why your agent names drive the prompts
The initial plan called the second agent "Auditor". Within hours we changed the name to "Project Explorer" / Tech Lead. It's not cosmetic — it's the difference between a system that finds problems and one that designs solutions. This is the lesson of Day 2.
- Labs
Day 1 — From zero to first A2A ping: a multi-agent walking skeleton
We built the functional skeleton of an agent network communicating via A2A from scratch. Three services, a conversational Orchestrator, a Notifier, and an Investigator with a real LLM. Real bugs included.
- Labs
Agentikas MVP — 7 agents to codify your senior engineer experience
An agentic software development architecture where human experience gets codified into skills, schemas, and names. It works — but without a senior behind it, it's the perfect recipe for technical debt at AI speed. The MVP, the 5 agents already running, the 2 yet to come, and why the tool doesn't replace judgment.
LabsFrom Saiyan to Super Saiyan 3: my journey building Agentikas with Claude
I started with a terminal and a model. I ended up leading a platform. This is the honest story of six months that were at once the most productive and the strangest of my career.
