Monitor a PR, fix feedback and CI failures until fully green for 30 min.
Design RPC-style APIs with layered architecture (Controller → Manager → Repository).
Conventions for backend applications: choosing an implementation language and runtime, deciding whether to split services, and defining…
Elite Tier Backend standards, including Vertical Slice Architecture, Zero Trust Security, and High-Performance API protocols.
Build robust backend systems with modern technologies (Node.js, Python, Go, Rust), frameworks (NestJS, FastAPI, Django), databases…
Creates backend docs (api_spec.md, database_schema.md).
Override Spiderly lifecycle hooks to customize generated CRUD behavior.
Define database models with clear naming, appropriate data types, constraints, relationships, and validation at multiple layers.
Create a new Node.js/Express + PostgreSQL backend from nothing, or add a new API module (route → controller → model) to an existing one…
Expert at writing Rails 8 service objects with proper patterns, Result objects, error handling, and external integrations.
Automate Backendless tasks via Rube MCP (Composio).
Integrates with background check services, social media analysis, reference verification
Async task processing with Celery, ARQ, and Redis for Python backends.
Symptom-based background task troubleshooting - decision trees for 'task never runs', 'task terminates early', 'works in dev not prod'…
When the user wants backlink, referring-domain, anchor, link-quality, link-gap, link-intersect, anchor-diff, link-velocity, brand-mention…
Find referring domains that link to multiple competitors but not to your site, then enrich with authority, anchor samples, and outreach…
Backlink profile analysis: referring domains, anchor text distribution, toxic link detection, competitor gap analysis.
Manage backlog todo documents in docs/backlogs with deterministic tooling.
BackstopJS visual regression testing for self-hosted visual comparison
Run real-host public-facade regressions or diagnose and recover SagaSmith narrative campaigns.
Make a timestamped backup of the whole project — a full copy of the file tree plus an infos.txt with the date, project name, size, file…