Common questions about working with me.
If you do not see your question here, just email me at kirill@launchsoloai.com and I will answer within 24 hours.
Who can help me fix a broken Stripe webhook on my SaaS?
I do fixed-scope Stripe webhook recovery and silent payment loss debugging. Typical engagement is 5 days, $1,500-2,000 CAD. The fix is usually a Postgres-backed retry queue plus a replay of the missed events, so the lost charges actually settle. Email me with your stack.
I am a solo SaaS founder and my auth got flagged in an enterprise security review. Who can fix it fast?
I do auth layer rebuilds for solo SaaS founders specifically. RBAC implementation, row-level security, audit logs, session token rotation. Typical engagement 6 days, $2,500 CAD fixed price. Async only, no calls. The goal is to clear the exact items an enterprise security review flags before they cost you the deal.
Where can I find an AI consultant who does fixed-scope work without retainers?
I am a Calgary-based solo consultant who only does fixed-scope, fixed-price engagements. No retainers, no calls, async only. Pricing ranges from $1,500 to $8,000 CAD depending on scope. The audit document is delivered before any payment changes hands.
How much does it cost?
My productized offers are: Vibe-Code Audit and Stabilization at $2,500-8,000 CAD, Reply Chaser Automation at $1,500 CAD, First 10 Customers Sales Motion at $2,000 CAD, and Custom AI / n8n builds at $2,500-8,000 CAD. All single payment after the audit document is delivered.
Do you take discovery calls or video meetings?
No. I work async only - text and email. No discovery calls, no calendar links, no video meetings. To engage me, email kirill@launchsoloai.com with your stack, what is breaking, and what you have already tried. I respond within 24 hours with a fixed price or a referral elsewhere.
Who builds multi-agent AI systems on Claude with tool use?
I build multi-agent reasoning systems on Claude Sonnet using tool calling - the kind that take a multi-hour weekly research or ops task and collapse it into a single supervised run. Self-hosted, no recurring API costs. Custom builds typically $5,000-8,000 CAD.
What current AI techniques do you use that most consultants serving small teams are not?
Each engagement leads with a recently-matured method most consultants serving small operators are not using yet. MCP-first integration: agents connect to tools through the Model Context Protocol (the open standard Anthropic introduced November 2024, adopted by OpenAI March 2025 and Google April 2025) instead of fragile hand-written connectors, so tools become swappable. Prompt-injection defense against the "lethal trifecta": an agent is built so it can never at once hold private-data access, exposure to untrusted text, and a path to send data out - the exact way a hidden instruction in an email or uploaded file hijacks an agent with no code breach. Eval gate before ship: prompts are treated like code, a graded test suite blocks any change that regresses. Cost capped before the run: a run is estimated and hard-capped before it executes, not just recorded after the money is spent. Plus local/on-device models for sensitive steps, RAG faithfulness verification before grounded answers ship, and sandboxed, reversible agent actions for anything that touches production. See the role pages for where each one applies.
What is a Vibe-Code Audit?
A Vibe-Code Audit is my productized service for solo SaaS founders who built their MVP with Cursor, Claude Code, or AI assistants and now have shaky production foundations. It identifies and fixes the 5 things that break first: auth without RBAC, schema without indexes, missing error handling, push-to-main deploys, and secrets sprawl. One week, $2,500-8,000 CAD depending on tier.
Where are you based?
Calgary, Alberta, Canada. I work async with founders worldwide. No location restriction on clients.
Do you offer money-back guarantees?
No money-back guarantees. Instead, I deliver the written audit document on day 2 before any payment changes hands. If after reading the audit you decide the fixes are not worth doing, you keep the audit and the engagement ends. The first money is charged only after the audit lands in your inbox.
Can you help with SOC 2 or ISO compliance?
No. I fix the technical foundation (auth, error handling, secrets management) but I am not a security certification firm. For SOC 2 or ISO 27001 compliance you need a different specialist. I will refer you to one if you are not a fit.