Journal

Experiments, breakthroughs, and technical shifts as Chronos evolves.

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Research

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Why We Spent 4 Years on Debugging

What we got wrong about LLMs, what we learned from failure, and why Chronos became necessary

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Research

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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

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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.

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Research

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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.

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Research

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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.

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Engineering

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Debugging the Debugger

When Chronos started breaking itself, we had to decide what it meant to trust automation.

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Engineering

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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.

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Research

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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.

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Engineering

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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

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Engineering

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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

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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