
Journal
Experiments, breakthroughs, and technical shifts as Chronos evolves.

[
Research
]
Why We Spent 4 Years on Debugging
What we got wrong about LLMs, what we learned from failure, and why Chronos became necessary

[
Research
]
Why We Spent 4 Years on Debugging
What we got wrong about LLMs, what we learned from failure, and why Chronos became necessary

[
Research
]
Why We Spent 4 Years on Debugging
What we got wrong about LLMs, what we learned from failure, and why Chronos became necessary

[
Research
]
How Real Bugs Taught Chronos More Than Any Dataset
What we thought we were teaching the model, and what it ended up learning from us instead.

[
Research
]
How Real Bugs Taught Chronos More Than Any Dataset
What we thought we were teaching the model, and what it ended up learning from us instead.

[
Research
]
How Real Bugs Taught Chronos More Than Any Dataset
What we thought we were teaching the model, and what it ended up learning from us instead.

[
Engineering
]
Debugging the Debugger
When Chronos started breaking itself, we had to decide what it meant to trust automation.

[
Engineering
]
Debugging the Debugger
When Chronos started breaking itself, we had to decide what it meant to trust automation.

[
Engineering
]
Debugging the Debugger
When Chronos started breaking itself, we had to decide what it meant to trust automation.

[
Research
]
The Retrieval Problem No One Talked About
How early RAG pipelines gave us confidence in the wrong things and what broke when “relevant chunks” weren’t enough.

[
Research
]
The Retrieval Problem No One Talked About
How early RAG pipelines gave us confidence in the wrong things and what broke when “relevant chunks” weren’t enough.

[
Research
]
The Retrieval Problem No One Talked About
How early RAG pipelines gave us confidence in the wrong things and what broke when “relevant chunks” weren’t enough.

[
Engineering
]
Why Chronos Needed a Debugging Mindset
Unpacking how debugging forced us to abandon linear reasoning, and why Chronos had to become autonomous to survive real-world systems

[
Engineering
]
Why Chronos Needed a Debugging Mindset
Unpacking how debugging forced us to abandon linear reasoning, and why Chronos had to become autonomous to survive real-world systems

[
Engineering
]
Why Chronos Needed a Debugging Mindset
Unpacking how debugging forced us to abandon linear reasoning, and why Chronos had to become autonomous to survive real-world systems

[
Engineering
]
Why We Named It Chronos
Because every bug has a past, and every fix begins with remembering it

[
Engineering
]
Why We Named It Chronos
Because every bug has a past, and every fix begins with remembering it

[
Engineering
]
Why We Named It Chronos
Because every bug has a past, and every fix begins with remembering it