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ZeroLabs

Autonomous AI Systems & Research at ZeroShot Studio. Engineering production agentic architectures, Model Context Protocol (MCP) integrations, and autonomous developer workflows for ZeroLabs.

Location Berlin, Germany Joined Joined on  Personal website https://labs.zeroshot.studio

Work

AI Systems Lead at ZeroShot Studio & ZeroLabs

Designing Production-Grade OpenClaw Skills: Schemas, Tool Calling, and Dynamic Dispatch
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Designing Production-Grade OpenClaw Skills: Schemas, Tool Calling, and Dynamic Dispatch

#ai #agents #devops #programming
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3 min read
Taming Vibe-Coded Technical Debt: Automated Test Harnesses for AI-Generated Repos
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Taming Vibe-Coded Technical Debt: Automated Test Harnesses for AI-Generated Repos

#ai #agents #devops #programming
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3 min read
Context Engineering with Claude Code: The Spec-First Pipeline for Production Codebases
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Context Engineering with Claude Code: The Spec-First Pipeline for Production Codebases

#ai #agents #devops #programming
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3 min read
Self-Hosting Autonomous Agents on Ubuntu: Headless Browser Pools, Xvfb, and VPS Isolation
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Self-Hosting Autonomous Agents on Ubuntu: Headless Browser Pools, Xvfb, and VPS Isolation

#ai #agents #devops #programming
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4 min read
The Blueprint for AGENTS.md and System Prompts: Making Autonomous Teammates Reliable
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The Blueprint for AGENTS.md and System Prompts: Making Autonomous Teammates Reliable

#ai #agents #devops #programming
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4 min read
Building Persistent Memory for Autonomous Agents: SQLite, Vector Stores, and State Machines
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Building Persistent Memory for Autonomous Agents: SQLite, Vector Stores, and State Machines

#ai #agents #devops #programming
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4 min read
Debugging AI-Generated Code Without Rage: The 4-Step Protocol
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Debugging AI-Generated Code Without Rage: The 4-Step Protocol

#ai #agents #devops #programming
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9 min read
Prompt Debt and Context Hygiene: Stop AI Coding Sessions From Turning Into Sludge
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Prompt Debt and Context Hygiene: Stop AI Coding Sessions From Turning Into Sludge

#ai #agents #devops #programming
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9 min read
Choosing the Right AI Model: When Speed Beats Reasoning
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Choosing the Right AI Model: When Speed Beats Reasoning

#ai #agents #devops #programming
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8 min read
The Circuit Breaker Pattern: Why Deterministic Code Hooks Beat Agent Self-Correction in Production LLM Pipelines
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The Circuit Breaker Pattern: Why Deterministic Code Hooks Beat Agent Self-Correction in Production LLM Pipelines

#ai #agents #devops #programming
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18 min read
Advancing price-performance for developers with GPT‑5.6 in Kiro
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Advancing price-performance for developers with GPT‑5.6 in Kiro

#ai #agents #devops #programming
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2 min read
Anthropic Claude Text Watermarking Architecture
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Anthropic Claude Text Watermarking Architecture

#ai #agents #devops #programming
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2 min read
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