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Build-vs-buy for the engine s memory substrate, surfaced by the deep-research (docs/design/competitive-research.md). All
permissive (vendor-able into a self-hosted product):
- mem0 (Apache-2.0) — multi-level ...
enhancement
kevinhirsch
From the domain deep-research (docs/design/competitive-research.md; claims adversarially verified). The single
highest-leverage intelligence upgrade — gets measurably better at each ATS the more it applies, ...
enhancement
khalil-chikhaoui
xiaossDesign spec: docs/design/plan-as-data.md (committed on the production-hardening branch).
Idea: replace step-by-step LLM reasoning with plan-once: the model emits a typed operation list over a semantic-DOM ...
enhancement
Description
The React components for Bubble Sort, Insertion Sort, and Selection Sort currently have massive amounts of duplicated
boilerplate code for handling array state, playback history, timers, and ...
gssoc:approved
mentor:PankajSingh34
type:bug
pradeep0153
Implement the core authentication flow allowing users to sign in with their email and password to receive a JWT access
token for subsequent API requests.
Sub-tasks:
- Build frontend SignIn component ...
Description
When watching a visualization on a very large dataset, users only have the option to pause or watch it complete. If they
just want to see the final sorted array or the final path tree, they ...
gssoc:approved
mentor:PankajSingh34
Summary
Close the current response leaks, encrypt both credentials at rest, restrict credential management to tenant admins, fix
Shopify token invalidation and add auditing. Roll out additively without ...
FoggyFreek
Description
If a user starts a long-running sorting algorithm (like an array of 500 items) and abruptly navigates away to a
different page before it finishes, the application throws a Can t perform a ...
gssoc:approved
mentor:PankajSingh34
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