This release adds 3 notable features for engineering teams evaluating rollout.
Published 27d
MCP Developer Tools
✓ No known CVEs patched
✓ No known CVEs patched in this version
Topics
ai-agents
docker
fastapi
karpathy-inspired
karpathy-llm-wiki
knowledge-base
+8 more
knowledge-graph
knowledge-management
llm
llm-wiki
markdown
mcp
python
qmd
Affected surfaces
auth
Summary
AI summaryUpdates Authentication & Security, Bug Fixes, and CI/CD & Operations across a mixed release.
Full changelog
v1.0.0 — Production Release
PULSE8.ai Cortex reaches v1.0.0 — promoted from Beta to Production/Stable.
Highlights
Authentication & Security
- API key authentication (
AUTH_METHOD=apikey) — simple, statelessx-api-keyheader auth - Microsoft Entra ID / OIDC (
AUTH_METHOD=oidc) — OAuth 2.0 Authorization Code Flow with MFA support - OpenAPI specification — auto-generated docs via FastAPI
GPU Support & Flexible Deployment
- NVIDIA GPU support for QMD —
Dockerfile.gpu(CUDA 12.8 + Node.js 22) anddocker-compose.gpu.ymloverlay for EC2/Linux - Cortex-only deployment mode —
./scripts/start.sh --cortex-onlyfor macOS Metal GPU acceleration - Configurable embed timeout —
QMD_EMBED_TIMEOUT_MSenvironment variable - EC2 GPU setup guide — full guide at
docs/ec2-gpu-setup.md
CI/CD & Operations
- JFrog build & push workflow — automated container image builds
- Enhanced logging — structured ingestion and compilation logs
- Import constraints — enforced module boundaries in the compiler
Bug Fixes
- Prevent
SameFileErrorin bulk ingest - Fix Dockerfile.gpu Node version compatibility
- Fix
read_notecrash on directory paths - Fix pylint test using wrong Python executable
- Fix flaky perf test budget for CI runners
- Fix QMD model download race condition
- Various Docker permission and logging fixes
Full Changelog
See CHANGELOG.md for the complete history.
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About Cortex
All releases →Related context
Related tools
Earlier breaking changes
- v1.2.0 Changes default search mode to hybrid from keyword.
Beta — feedback welcome: [email protected]