Engineering · Product notes

Products are only as good as the engineering behind them. This is where we document technical decisions, product architecture, experiments, releases, and the lessons that matter.

01⁠TopicsWhat we write about

Model Systems

Legal model architecture, evaluation, execution tiers, and deployment methods.

01
Model Systems

Agent Infrastructure

Tool access, execution policies, observability, and control systems.

02
Agent Infrastructure

Document Systems

Extraction, indexing, retrieval, compaction, and document workflows.

03
Document Systems

Product Engineering

Integrations, architecture decisions, deployment challenges, and infrastructure.

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Product Engineering
02⁠Featured technical notesPublished once the technical content has been reviewed

Four execution tiers for Indian legal work.

Arya-1. A technical look at how Arya-1 routes work across external, India-hosted, dedicated, and local environments.

In review
Four execution tiers for Indian legal work.

Tool access should be a decision, not a default.

Accord. A closer look at policies, execution boundaries, and traceable agent activity.

In review
Tool access should be a decision, not a default.

Court data is only useful when it becomes part of the workflow.

Tulip. How legal information, cases, and documents come together inside practice operations.

In review
Court data is only useful when it becomes part of the workflow.
03⁠UpdatesLab notes by email

We email when a technical note clears review, and when Arya-1 moves toward public release. Nothing else.

Only reviewed technical notes

Arya-1 release updates

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Topics

Sent only when a note clears review

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