PAID / 01

PAID 01

Armada

Campaign orchestration for Jira — turn one parent issue into 50+ child issues across teams, with fan-out strategies per team, live mission control, fleet management, recall safety rails, approval gates, templates, and multi-stage rollouts. Ships on the Atlassian Marketplace. Product site: armada.run.

OPEN SOURCE / 13

01

Nomi

active · Go + Tauri

Local-first AI coding agent. Plan review before execution, capability-gated tools, BYO LLM (Ollama / Anthropic / OpenAI). Tauri desktop + Go daemon — your repo never leaves your laptop unless you decide otherwise.

02

Roady

active · Go

Plan-of-record for AI coding agents. Spec, plan, and drift detection that survive context resets. File-based, git-versioned, MCP-native.

03

TokenOps

active · Go

Local MCP server + CLI that tracks Claude Max / ChatGPT Plus/Pro/Team / Copilot / Cursor plan windows and warns before you hit the cap. Output-side coach detects compressed reply styles.

04

Scout

active · Go

Browser automation in one binary. Simpler alternative to Playwright — no Node, no Python, no runtime. Library, CLI, MCP server, chat UI.

05

Fortify

active · Go

Production-grade resilience for Go services calling LLMs and tools. Circuit breaker, retry, rate limit, timeout, bulkhead, fallback, hedge, adaptive concurrency, cost budget, stream timeout. Zero core deps.

06

Bolt

active · Go

Zero-allocation slog.Handler for Go with first-class OpenTelemetry. Same encoder behind a chained-builder API for hot paths. Includes a genai add-on for the OTel GenAI semantic conventions.

07

Statekit

active · Go

Typed statechart engine for Go. Hierarchy, guards, actions, parallel states, snapshots, lint, visualization. Same primitives for backend domain workflows and AI agent runtimes.

08

Mnemos

active · Go

Evidence layer for AI agents — claims, contradictions, citations. Self-hostable. Wrappers in TypeScript and Python.

09

Nox

active · Go · Apache 2.0

Open-source security scanner with first-class AI app security: prompt injection at the call site, embedding leakage, agent over-privilege, MCP hardening, cross-file AI taint, polyglot AIBOM. Offline-first, agent-native via MCP. Lives at nox-hq.dev.

10

Cognitive stack

active · Go

Five composable Go libraries for AI agent runtimes: Mnemos (memory), Chronos (time/pattern perception), Nous (commitment extraction), Praxis (typed actions), Olymp (control plane). Domain-agnostic.

11

mcp-go

active · Go

Go framework for building MCP (Model Context Protocol) servers. Used by most of the projects above.

12

Govee Light Management

stable · TypeScript

Stream Deck plugin for managing Govee smart lights, with advanced group functionality. Local API, no cloud app required.

13

cclint

active · TypeScript

Fast, extensible linter for CLAUDE.md context files. Validates and optimises the rules an AI agent reads at session start.

Everything else (smaller utilities, abandoned experiments) lives at github.com/felixgeelhaar.

SPEAKING / TOPICS

Conference talks and recordings when the room is right — AI-agent infrastructure, agent-runtime primitives, deploy/release/launch decoupling, AI app security. The first recording lands here after the next conference; the long-form versions live in Field Notes. Topics I’m currently shaping into talks:

Speaker invitations welcome — send the brief.

STUDIO / KLARLABS

klarlabs.de

Klarlabs

The Munich studio behind most of the shelf above. Product engineering for AI-agent infrastructure — its own site, sitting next to this one.

HIRE / CONTACT

Working on agent infrastructure, platform topology, or an AI feature that has to hold up in production? Email is the fastest path: hello@felixgeelhaar.com. One paragraph with the actual question beats a long brief.