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Real Problems · Real Fixes

Find Your Problem.Fix It Same Day.

Every page below targets one specific production problem you might Google at 2am. Click the one that matches your fire, see exactly how QuickHire fixes it, then book the right expert in 10 minutes.

44 pagesPM in 10 min4hr / 8hr sessions

LLM Hallucinating in Production

Your LLM is giving wrong answers to real users. Prompts, RAG, guardrails — fixed same session.

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AI Feature Broken in Production

AI feature throwing errors, stuck in loops, or returning blanks. Diagnosed and fixed today.

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AI System Being Jailbroken

Users jailbreaking the chatbot or finding prompt injection holes. Hardened this session.

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EU AI Act Compliance Gap

Risk classification, conformity assessment, transparency docs — compliance delivered before your deadline.

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LLM Inference Too Slow

Users churning because the AI takes 8+ seconds. Latency cut by 80% in a single Starter session.

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No MLOps Pipeline

Manual model deployments breaking. Automated CI/CD pipeline for model retraining — built today.

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Manual Workflow Wasting Hours

Manual processes eating team time. n8n / Zapier / Python automation — live today.

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AI Agent Stuck in Loop

LangChain / AutoGen / CrewAI agent debugging. Agent completing tasks correctly today.

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MCP Server Not Connecting

AI agent can't call your MCP tools. Protocol debug, auth, tool schema — fixed same session.

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AI Disconnected from Enterprise

AI agents not reading from Salesforce, SAP, internal APIs. MCP connectors built and live.

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No Clear AI Product Strategy

Team building features in wrong order. Roadmap + competitive analysis + investor narrative — delivered.

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Investor AI Demo Needed Fast

Pitch in 48 hours, AI demo broken or missing. PM + engineer sprint — demo-ready today.

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MCP Tool Calls Failing

AI agent calling wrong tools or getting wrong data. Tool schema, auth, response parsing — fixed.

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Need MCP Server Built

From-scratch MCP server with auth, tools, tests — production-ready in 1-2 Full Day sessions.

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No AI Architecture

AI built ad-hoc, can't scale. End-to-end architecture diagram + tech decisions delivered.

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AI Breaks Under Load

Works for 100 users, breaks at 1,000. Scaling audit + architecture plan in 1 Full Day session.

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Team Not Using AI Tools

Hands-on AI tool training — team productive by end of day. Role-specific prompting workshops.

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AI Training Needed Fast

Executive briefing or team workshop. Prompt engineering, AI policy, tool selection — delivered today.

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Backend API Returning 500s

API down, revenue stopped. Root cause found in 1 hour, hotfix deployed same session.

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Database Migration Failed

Migration partially applied, users locked out. Safe rollback + fix + re-run — zero data loss.

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Third-Party API Integration Broken

REST / SOAP / webhook integration broken. Auth, schema, response — debugged this session.

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Salesforce / SAP Not Syncing

Enterprise system sync broken. Webhooks, ETL, mapping — reliable data flow restored today.

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React App Crashing

Blank screen, hydration errors, state bugs. Root cause found and fix deployed in 4 hours.

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UI Bug Blocking Launch

Critical frontend bug blocking go-live. Diagnosed, fixed, and verified before your launch window.

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Production Site Completely Down

P0 incident response. DevOps engineer joins your incident channel in 10 minutes. Postmortem delivered.

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CI/CD Pipeline Broken

20 PRs blocked because the deploy pipeline is failing. GitHub Actions, Docker, K8s — unblocked.

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Office Network / VPN Down

Remote team locked out. VPN, DNS, firewall, WiFi — diagnosed and fixed remotely in under 2 hours.

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Critical IT System Down

Microsoft 365, Google Workspace, email, server outages. Business systems restored today.

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Automation Workflow Broken

n8n, Zapier, Power Automate broke silently. Error handling + retry logic added.

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Manual Processes Wasting Hours

Invoice processing, lead routing, weekly reports — automated end-to-end this session.

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Critical Vulnerability in Production

SQL injection, XSS, exposed API. Patched and retested this session. CVE report delivered.

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SOC2 Audit Controls Failing

4 controls failing, audit in 3 weeks. Implementation + evidence collected, audit-ready in time.

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Mobile App Crashing in Production

iOS or Android crash. Crash logs, root cause, fix, TestFlight build — common in a single session.

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App Store Rejected on Launch Day

Apple or Google rejection. Diagnosed in 30 min, fix submitted same day in almost every case.

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Figma Designs Not Ready

Missing screens or empty states before dev handoff. Figma-ready and annotated by end of session.

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Brand Identity Needed Fast

Investor pitch in 2 days, brand looks amateur. Logo + colours + typography + brand guide delivered.

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UX Causing Drop-Off

Checkout abandonment 68%. UX audit + top friction fixes + redesign recommendations — Starter session.

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Onboarding Confusing Users

New users not activating. Journey mapping, copy review, redesigned flow — typical Full Day session.

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Growth & Content

Paid Campaign Burning Budget

$10K/month with no conversions. Audience, creative, landing page audit — diagnosed in 4 hours.

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Growth & Content

Organic Traffic Dropped 40%

After migration or Google update. Technical SEO audit + recovery plan delivered same session.

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Growth & Content

Content Deadline Today

SEO article, case study, launch copy — domain-matched writer delivers deadline-safe.

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Growth & Content

No Content Strategy

Publishing but no organic traffic. Audit + editorial calendar + first articles delivered.

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Launching with Zero Test Coverage

Critical path testing + bug report before you go live. Launch blockers found.

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Bug Slipped Through CI to Prod

Coverage audit + missing test added + regression prevention. Standard QA session.

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Don't see your exact problem?

A PM scopes it in 10 minutes — free, no commitment. Tell us what's broken and we'll match the right expert.

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