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Case 05In the open

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Bloop

A row of dark chrome cubes joined by metal rods, receding diagonally like a ledger
00:00:00:00Play
Reel — Bloop05 / 08
Scope
Open-source build
Core stack
Cloudflare Workers · MCP · AI Agents
Role
Architecture, build, deploy
Links
Live ↗ bloop.rough-cell-383c.workers.dev (opens in a new tab)Source ↗ github.com/karanxa1/bloop (opens in a new tab)

The outcome

Multi-app AI agent on Cloudflare Workers, MCP-native: give it a goal in plain words and it plans, calls GitHub, DeepWiki, Context7, Higgsfield or any MCP server in parallel, verifies every write with an independent read-back, and signs each run into a SHA-256 hash-chained ledger.

The build

6/6 evals against production, checked with external GitHub ground truth.

Blueprint — how Bloop fits together

10 parts · 10 connections

Input

Agent

Tools — in parallel

Trust

Goal in, verified and signed work out.

Hover, focus or tap a part of Bloop to trace its connections.

  • Goal connects to Planner
  • Planner connects to GitHub
  • Planner connects to DeepWiki
  • Planner connects to Context7
  • Planner connects to Higgsfield
  • Planner connects to Any MCP server
  • GitHub connects to Read-back
  • Any MCP server connects to Read-back
  • Read-back connects to Ledger
  • GitHub connects to Evals

Credits — the stack

  1. Cloudflare Workers01
  2. MCP02
  3. AI Agents03
  4. Evals04
  5. Hash-chained Ledger05
  6. Parallel Tool Calls06
Bloop in production
Frame grab — live product · inspect up closeBloop
A small jointed robotic desk lamp whose round head shows a smiling face of orange LED dots

Up next — 06

LeLamp Nova