Tools
Tech stack alignment checker
Rate your skills, pick a target employer profile, and get a directional alignment score plus portfolio projects that close real field gaps. Results stay in a shareable URL.
Alignment score
33%
Directional fit vs OpenAI Applied / FDE. Close gaps with portfolio projects below — not by claiming tools you have not shipped.
Core
Python / FastAPI-style services
Target importance: Expert
TypeScript / web apps
Target importance: Solid
SQL + warehouse literacy
Target importance: Solid
Enterprise
OAuth / SAML / enterprise SSO
Target importance: Solid
Cloud IAM & least privilege
Target importance: Solid
VPC / private endpoints / egress
Target importance: Solid
Platform
Docker / containers
Target importance: Solid
Kubernetes basics
Target importance: Familiar
GenAI
Vector DB / embeddings pipelines
Target importance: Expert
RAG diagnosis (retrieval vs gen)
Target importance: Expert
Tool-calling agents + human gates
Target importance: Expert
Eval harnesses & promotion gates
Target importance: Expert
Defense
Air-gapped / restricted networks
Low priority for this profile
Clearance / controlled data habits
Low priority for this profile
Field
Client discovery / scope defense
Target importance: Expert
Critical gaps
- Python / FastAPI-style services — have Familiar, need ~Expert
- Vector DB / embeddings pipelines — have Familiar, need ~Expert
- RAG diagnosis (retrieval vs gen) — have Familiar, need ~Expert
- Tool-calling agents + human gates — have Familiar, need ~Expert
- Eval harnesses & promotion gates — have Familiar, need ~Expert
- Client discovery / scope defense — have Familiar, need ~Expert
Portfolio projects to close gaps
Permission-aware RAG with eval gates
Shows retrieval diagnosis, authz, and promotion criteria — lab interview gold.
Related guide →Tool-calling agent with kill switch + audit log
Proves you do not ship unrestricted agents into customer estates.
Related guide →
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