Blog

Technical insights on building engineering teams, AI automation, and scaling startups.

March 19, 2026

Why the Founding Engineer Hire Fails: What Non-Technical Founders Build Instead

Posting a single "Founding Engineer" role to cover architecture, integrations, DevOps, and product delivery is not a hiring strategy. It is a wish list.
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March 13, 2026

SQLite as a CRM: Why We Chose the Simplest Database for Our Sales Pipeline

51 leads, 96 outreach events, four tables, one file. Sync completes in under a second. Here is why we chose SQLite over everything else.
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March 13, 2026

From GitHub Issue to Merged PR: Building an AI Coding Pipeline That Runs Itself

Label an issue. Walk away. Come back to a reviewed, tested, and merged pull request.
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March 13, 2026

Prompt Versioning in Production: What We Learned Running LLM Agents for 3 Months

Our SDR agent's system prompt went through seven iterations before it stopped guessing email addresses. Here is what that process taught us about treating prompts as production code.
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March 12, 2026

AI Integration Without AI Researchers: What DACH Engineering Teams Actually Need in 2026

The engineers who ship reliable LLM-powered features are backend engineers, not ML researchers. Most DACH companies are hiring for the wrong profile.
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March 05, 2026

Your AI Hiring Problem Is Not an AI Problem

Berlin's AI-native companies are posting dozens of engineering roles they cannot fill. The bottleneck is not talent. It is time.
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February 27, 2026

Series A, Month Three: Why DACH Engineering Teams Stop Growing

The post-funding hiring stall is predictable. So is the way out.
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February 25, 2026

What Does Staff Augmentation Actually Cost in Germany?

The sticker price is never the real price. Employer costs, recruitment fees, ramp-up time, and failed hires make the true number 1.5 to 2x what most CTOs budget for.
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February 25, 2026

How to Integrate Remote Developers Into Your Existing Team

Integration quality, not location, determines whether augmented engineers ship or stall.
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February 25, 2026

We Built an Autonomous Sales Pipeline on a Raspberry Pi

Six AI agents, a cron scheduler, and markdown files. No cloud infra, no SaaS subscriptions, no ops team.
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February 25, 2026

Build vs Buy: When to Augment Your Engineering Team

The decision isn't binary. The real question is how fast you need to move, and what you're willing to trade for speed.
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