WHAT IS GCONTEXT

What is gcontext

Three quick looks: the difference structure makes, turning a plain description into modules, and the agent running real work. Hover or tap a panel to look closer.

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What happens without structure

No context vs. structured modules, side by side.

no contextno memory

Chat 1

Investigate support ticket SUP-123

I don't have access to that ticket. What system is it tracked in? What's the issue?

It's in Linear. User hasn't received payment, probably Supabase. Here are the logs: [14:31:02] ERR payment.webhook timeout [14:31:03] ERR edge_fn: payment-process

Based on those logs, the webhook timed out. Likely a Supabase edge function failure. Check payment-process errors around 14:31.

new chat

Chat 2

What's the status of SUP-123?

I don't have context for that ticket.

no contextno memory

Chat 1

Investigate support ticket SUP-123

I don't have access to that ticket. What system is it tracked in? What's the issue?

It's in Linear. User hasn't received payment, probably Supabase. Here are the logs: [14:31:02] ERR payment.webhook timeout [14:31:03] ERR edge_fn: payment-process

Based on those logs, the webhook timed out. Likely a Supabase edge function failure. Check payment-process errors around 14:31.

new chat

Chat 2

What's the status of SUP-123?

I don't have context for that ticket.

with contextcontext aware

Chat 1

Investigate support ticket SUP-123

Fetching Linear · SUP-123

Querying Supabase · payment_logs

Pulling Datadog · traces

Root cause: Supabase edge_fn timed out at 500ms. Webhook never fired. Applying fix...

Updating Supabase · edge_fn timeout → 2s

Closing Linear · SUP-123 → Done

Done. Timeout bumped to 2s and deployed. Ticket closed.

new chat

Chat 2

What's the status of SUP-123?

Checking Linear · SUP-123

Resolved. Agent closed it at 15:45 UTC. Status: Done. Fix: edge function timeout bumped to 2s.

[ Build ]

context/

company.md

integrations/

stripe.md

linear.md

Describe your stack, gcontext structures it

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[ Execute ]

readgenrun

Context in, code out

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No context vs. structured modules, side by side.

no contextno memory

Chat 1

Investigate support ticket SUP-123

I don't have access to that ticket. What system is it tracked in? What's the issue?

It's in Linear. User hasn't received payment, probably Supabase. Here are the logs: [14:31:02] ERR payment.webhook timeout [14:31:03] ERR edge_fn: payment-process

Based on those logs, the webhook timed out. Likely a Supabase edge function failure. Check payment-process errors around 14:31.

new chat

Chat 2

What's the status of SUP-123?

I don't have context for that ticket.

no contextno memory

Chat 1

Investigate support ticket SUP-123

I don't have access to that ticket. What system is it tracked in? What's the issue?

It's in Linear. User hasn't received payment, probably Supabase. Here are the logs: [14:31:02] ERR payment.webhook timeout [14:31:03] ERR edge_fn: payment-process

Based on those logs, the webhook timed out. Likely a Supabase edge function failure. Check payment-process errors around 14:31.

new chat

Chat 2

What's the status of SUP-123?

I don't have context for that ticket.

with contextcontext aware

Chat 1

Investigate support ticket SUP-123

Fetching Linear · SUP-123

Querying Supabase · payment_logs

Pulling Datadog · traces

Root cause: Supabase edge_fn timed out at 500ms. Webhook never fired. Applying fix...

Updating Supabase · edge_fn timeout → 2s

Closing Linear · SUP-123 → Done

Done. Timeout bumped to 2s and deployed. Ticket closed.

new chat

Chat 2

What's the status of SUP-123?

Checking Linear · SUP-123

Resolved. Agent closed it at 15:45 UTC. Status: Done. Fix: edge function timeout bumped to 2s.

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