jaalayour knowledge grows A Samvit AI Labs product

Examples

Real sessions

These are real sessions from jaala's own design history, captured and curated by jaala. Nothing is staged. Each shows the transcript next to what jaala made of it: drag a handle to compare the panes, or on a phone, tap a pane name.

Capture

Every turn lands in jaala word for word.

Native desktop shell (Tauri) instead of a browser web app

Claude Code transcript behind “Native desktop shell (Tauri) instead of a browser web app”, turns as they happenedClaude Code
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “Native desktop shell (Tauri) instead of a browser web app”: the nodes drawn from these turnsjaala · consolidated
Two turns, captured word for word: why jaala became a desktop app rather than a browser tab.

Ingesting Claude Code sessions: watch, dedupe, placement

Claude Code transcript behind “Ingesting Claude Code sessions: watch, dedupe, placement”, turns as they happenedClaude Code
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “Ingesting Claude Code sessions: watch, dedupe, placement”: the nodes drawn from these turnsjaala · consolidated
Sessions keep growing; jaala pulls in only new messages, and imported turns land flat until you organize them.

Canvas layout: real tree rail beside a React Flow graph

Claude Code transcript behind “Canvas layout: real tree rail beside a React Flow graph”, turns as they happenedClaude Code
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “Canvas layout: real tree rail beside a React Flow graph”: the nodes drawn from these turnsjaala · consolidated
One graph or a tree beside it? The unified option lost for a concrete reason: one shared pan/zoom camera.

Organize

A long session sorted into sub-topics you can open one at a time.

Actors - Jaala Actors

Claude Code transcript behind “Actors - Jaala Actors”, turns as they happenedClaude Code
The same turns captured in jaala, word for wordjaala · captured
jaala's organized view: the session sorted into sub-topicsjaala · organized
268 turns on one design question, sorted into 11 sub-topics you can open one at a time.

Are objects just 3D points? Identify vs. reconstruct

Claude Code transcript behind “Are objects just 3D points? Identify vs. reconstruct”, turns as they happenedClaude Code
jaala's organized view: the session sorted into sub-topicsjaala · organized
jaala's consolidated view of “Are objects just 3D points? Identify vs. reconstruct”: the nodes drawn from these turnsjaala · consolidated
An evening's side question, reduced to three separate bars: identify, reconstruct as seen, reconstruct as physical.

Concept diagram SVG generation

Claude Code transcript behind “Concept diagram SVG generation”, turns as they happenedClaude Code
jaala's organized view: the session sorted into sub-topicsjaala · organized
jaala's consolidated view of “Concept diagram SVG generation”: the nodes drawn from these turnsjaala · consolidated
Why a diagram rendered in one tool and failed in another, the fix, and the three formats kept.

CLAUDE.md, SPEC, and concept diagram setup

Claude Code transcript behind “CLAUDE.md, SPEC, and concept diagram setup”, turns as they happenedClaude Code
jaala's organized view: the session sorted into sub-topicsjaala · organized
jaala's consolidated view of “CLAUDE.md, SPEC, and concept diagram setup”: the nodes drawn from these turnsjaala · consolidated
Rendering the diagram caught an error the text hid: cloud-only agents drawn inside 'Local sources'.

Parity gap review and B/C fixes (claude-agent-sdk-rust)

Claude Code transcript behind “Parity gap review and B/C fixes (claude-agent-sdk-rust)”, turns as they happenedClaude Code
jaala's organized view: the session sorted into sub-topicsjaala · organized
jaala's consolidated view of “Parity gap review and B/C fixes (claude-agent-sdk-rust)”: the nodes drawn from these turnsjaala · consolidated
What was still missing for parity, sorted into three buckets: two fixed in the session, one left as an open question. An independent Rust port of Anthropic's Python SDK, not affiliated with Anthropic

Consolidate

Turns distilled into briefs, decisions, options and constraints, with the source turns kept underneath.

Session-ingestion layer scoping

Claude Code transcript behind “Session-ingestion layer scoping”, turns as they happenedClaude Code
jaala's consolidated view of “Session-ingestion layer scoping”: the nodes drawn from these turnsjaala · consolidated
Thirteen agents surveyed; the rule for what to ingest moved from a list, to a cursor test, to 'anything parseable'.

Whether to run the export-dto bin before or during builds

Claude Code transcript behind “Whether to run the export-dto bin before or during builds”, turns as they happenedClaude Code
jaala's consolidated view of “Whether to run the export-dto bin before or during builds”: the nodes drawn from these turnsjaala · consolidated
Two questions in a long chat become one brief: three routes to automate a code generator, the cause that ruled them out, and the decision.

Model Router

Claude Code transcript behind “Model Router”, turns as they happenedClaude Code
jaala's consolidated view of “Model Router”: the nodes drawn from these turnsjaala · consolidated
Route on many dimensions, not strong vs cheap; and 'depth is inviolable: budget pauses work, never thins it'.

Implement TAL feature in Jaala

Claude Code transcript behind “Implement TAL feature in Jaala”, turns as they happenedClaude Code
jaala's consolidated view of “Implement TAL feature in Jaala”: the nodes drawn from these turnsjaala · consolidated
Per-subgraph précis plus a retrieve tool, with the per-node option kept beside it. design, not built

Authorization model for a graph where everything is a node

Claude Code transcript behind “Authorization model for a graph where everything is a node”, turns as they happenedClaude Code
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “Authorization model for a graph where everything is a node”: the nodes drawn from these turnsjaala · consolidated
A design recorded before it's built: the rejected CRUD model stays next to the decision. design, not built

A conversation is a lens on the graph, not a container

Claude Code transcript behind “A conversation is a lens on the graph, not a container”, turns as they happenedClaude Code
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “A conversation is a lens on the graph, not a container”: the nodes drawn from these turnsjaala · consolidated
A wording slip nearly banned authoring in the app; jaala keeps the correction and why the UI hosts conversations. design, not built

Use-cases as an independent test oracle in the graph

Claude Code transcript behind “Use-cases as an independent test oracle in the graph”, turns as they happenedClaude Code
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “Use-cases as an independent test oracle in the graph”: the nodes drawn from these turnsjaala · consolidated
An objection nearly reversed the decision; the correction (use-cases come from the graph, not the spec) is kept with it. design, not built

Drill-navigation canvas

Claude Code transcript behind “Drill-navigation canvas”, turns as they happenedClaude Code
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “Drill-navigation canvas”: the nodes drawn from these turnsjaala · consolidated
An interaction model settled in chat, then specced, built and shipped in one run, with the open question left visible.

Logging pipeline: cheap transport, not less logging (thoga)

Claude Code transcript behind “Logging pipeline: cheap transport, not less logging (thoga)”, turns as they happenedClaude Code
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “Logging pipeline: cheap transport, not less logging (thoga)”: the nodes drawn from these turnsjaala · consolidated
Logging was 90% of the load; the call was to make each write cheap, not to log less.

Across tools (Codex)

Codex sessions land in the same graph as your Claude Code work.

Codex Conversation Title Derivation

Codex transcript behind “Codex Conversation Title Derivation”, turns as they happenedCodex
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “Codex Conversation Title Derivation”: the nodes drawn from these turnsjaala · consolidated
Codex gives no conversation titles; the fix borrows the title ladder jaala already used for Claude.

Conversation Replaces Driver-Side Topics

Codex transcript behind “Conversation Replaces Driver-Side Topics”, turns as they happenedCodex
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “Conversation Replaces Driver-Side Topics”: the nodes drawn from these turnsjaala · consolidated
Drivers expose conversations, not sessions; each tool's own nouns stay out of the product.

Title Interface for SourceDriver Trait

Codex transcript behind “Title Interface for SourceDriver Trait”, turns as they happenedCodex
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “Title Interface for SourceDriver Trait”: the nodes drawn from these turnsjaala · consolidated
Three ways to put titles into the driver contract; the simplest won, and the other two stay on record.

SourceDriver Catalog API Design

Codex transcript behind “SourceDriver Catalog API Design”, turns as they happenedCodex
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “SourceDriver Catalog API Design”: the nodes drawn from these turnsjaala · consolidated
The agent drifted from the agreed interface twice; jaala kept the agreed shape and the correction.

In-Memory Source Registry Implementation

Codex transcript behind “In-Memory Source Registry Implementation”, turns as they happenedCodex
The same turns captured in jaala, word for wordjaala · captured
jaala's consolidated view of “In-Memory Source Registry Implementation”: the nodes drawn from these turnsjaala · consolidated
'The registry should not be in the DB', decided in one line, then built and landed with Codex capture.