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Problème
Les skills des agents sont actuellement stockées dans un champ JSON (connector_configs.settings.agent_skills). Ce
stockage a plusieurs limitations :
- Pas de versioning : une modification ...
change
enhancement
Description
Create and make LLM report for week 3
Expected evidence or deliverable
Add llm-report.md to reports/week3/
Summary
Refresh the public Docusaurus docs site so it matches the current v2026.4.11 Seraph app and publish a newer GitHub Pages
deployment.
Context
- Current docs app lives under docs/ and deploys ...
Summary
backend/.env.example currently documents the OPENAI_BASE_URL override on line 30:
# OPENAI_BASE_URL=https://api.openai.com/v1 # override for Azure / proxies
But the analogous overrides for ...
Pivot the project so ML is the foreground — it produces the user s result — and the LLM (Ollama) is a background planner
that only interprets the natural-language goal and configures the run. Each ML goal ...
Summary
The built-in MTA s DNSSEC startup check is broken whenever DOMAIN is a non-apex name (i.e. a subdomain) in a
DNSSEC-signed zone — which is the primary documented deployment shape (every example ...
bug
Summary
Two unit tests fail on a clean main:
tests/unit/prompts/test_planning_fragments.py::TestPlanningFragmentsManifest::test_content_hash_matches_manifest[task_type.development.propose_plan_tasks] ...
bug
track:spark
Bug Description
When attempting to sign up with an already registered email, the error message An account with this email already
exists. Please try logging in instead.
is displayed 4 times in a 2x2 grid ...
bug
Description
Upgrade to the latest image using `ujust update-system , it seems to regenerate the kernel modules incorrectly.
Reproduce
$ ujust update-system
Verifying build provenance for ghcr.io/secureblue/kinoite-nvidia-open-hardened:latest... ...
Context
Issue #3330 extends the #2777 live observation-noise replay from one high-amplitude perturbation seed to a
predeclared 2x3 medium/high bounded-Gaussian perturbation grid on the #3323 near-field ...
benchmark
evidence:proposal
research
resource:local
state:ready
type:benchmark

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