Topic

Tessl Agent

All digests tagged Tessl Agent

Inside Kikimora: We Built a Dark Software Factory thumbnail

· 15:51

Inside Kikimora: We Built a Dark Software Factory

The presentation introduces the concept of a 'Dark Factory'—an autonomous software development model where processes run without constant human supervision. The speaker details how rapid advancements in coding agents have broken traditional bottlenecks built for slow software. This factory approach uses tools like Tessl Agent to automate workflows (e.g., taking an issue from Linear, solving it with an agent, and opening a GitHub PR that self-corrects until merged). The core shift is moving the engineer's value proposition from writing code to understanding complex systems and trusting autonomous results.

Key takeaways

  1. The Dark Factory Concept 1:41

    A dark factory involves building software in a highly autonomous way, where human supervision is minimized. It is modeled after manufacturing factories with no lights on (i.e., no humans inside).

  2. Bottleneck Breaking Point 3:23

    As coding agents increased speed, existing processes designed for slower development began to break down, necessitating a fundamental shift in how software was built.

  3. The Shift in Engineering Value 7:16

    The value of an engineer is shifting from the ability to write code (which agents can do) to understanding the system's architecture and interlocking technical/business constraints. Trusting autonomous results is the new challenge.

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Inside Kikimora: We Built a Dark Software Factory thumbnail

· 15:51

Inside Kikimora: We Built a Dark Software Factory

The video details the concept of a 'Dark Factory'—an autonomous software development model where processes run without continuous human supervision. The shift was catalyzed by coding agents (like Claude Code) accelerating development speed, which exposed bottlenecks in traditional workflows. This led to building internal orchestrators (e.g., Kikimora, Night Shift) that automate tasks from issue creation (Linear) through code generation and PR management (GitHub), fundamentally changing the role of the engineer from primary coder to system architect and trust validator.

Key takeaways

  1. The Dark Factory Concept 2:05

    A dark factory is an autonomous software building process where no humans are required for supervision. The core workflow involves creating a Linear issue, which is then picked up by an autonomous agent that solves it and opens/manages a GitHub PR until merge.

  2. The Bottleneck Effect 3:23

    As coding agents increased development speed (starting around November), existing processes designed for slower software began to break down, forcing the company to adopt a fundamentally different, highly autonomous model.

  3. Shift in Engineering Value 11:20

    The value of an engineer shifts from writing code (which agents can do better) to understanding complex system constraints, business logic, and the overall interlocking technical architecture. Trust in the automated results becomes the critical skill.

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