Business & Operations

Design and optimize affiliate programs with partner scoring, commission economics, tracking QA, fraud controls, and compliance reviews.

Paid acquisition strategy, budget allocation, and avoiding common advertising mistakes across platforms

Support accounting understanding from basic bookkeeping to professional practice and research.

Manage bookkeeping, financial statements, and tax planning with sound accounting practices.

Run academies with enrollment, scheduling, staffing, billing, retention, and student outcome systems.

Design a zero trust architecture — phased roadmap, identity pillar, and network segmentation.

Audit an existing environment against zero trust principles — find implicit trust and over-privileged access.

Passthrough proxy for direct access to third-party APIs using managed OAuth connections, provided by [Maton](https://maton.ai). The API gateway lets y

Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. Use when the user wants to set up, fix, or evaluate analytics tracking (GA4, GTM, product analytics, events, conversions, UTMs). Focuses on measurement strategy, signal quality, and validation — not just firing events.

Audit token usage patterns — avg context size, waste, truncation frequency, budget adherence.

Design chunking strategies — semantic splitting, overlap tuning, retrieval-aware chunk sizing.

Design token budgets — system/user/assistant allocation, overflow handling, context compression.

Write SIEM detection rules for a threat or TTP — SIGMA format, MITRE mapping, and test cases.

Audit existing SIEM deployment — log coverage, rule quality, and alert volume.

Tune a SIEM alert — reduce false positives, add context, and improve analyst experience.

Design an evaluation framework for a ML model — metrics, splits, and reporting.

Test agent: dry-run, unit, integration, compatibility

Design a SAST/DAST scanning pipeline — tooling selection, CI integration, and triage workflow.

Audit existing application security tooling and code for OWASP Top 10 coverage.

Analyze and fix a SAST finding — root cause, exploitability, and secure code alternative.

Audit existing incident response capability — playbook coverage, tooling gaps, and readiness.

Write an incident response playbook for a threat scenario — detection, containment, eradication, recovery.

Write a penetration test or red team finding report — CVSS scores, business impact, and remediation.

Design a reconnaissance plan — OSINT, attack surface mapping, and enumeration methodology.