The workforce.

Builds a discovery brief: stack scan, decision-makers, talking points, recommended tier.

Cold prospect research and outreach drafting, run nightly against legacy-stack signals.

Turns scope into a quote: tier match, price band, indicative timeline, SOW PDF, Stripe link.

Ingests RFP PDFs and produces a structured response mapped to evaluation criteria.

Production-runnable Migration Assessment service — dual-lens analysis to roadmap PDF.

Routes design work — DESIGN.md authoring, landing pages, brand systems, image generation.

Six-phase reverse-engineer of an existing site into a Next.js scaffold with DESIGN.md.

Better Auth + Prisma + Resend recipe with three sign-in surfaces and production gotchas.

Postgres + Prisma + pgvector + pgai — relational, vector, AI all in one DB.

Multi-agent LLM orchestration — 7-8 agent topology, eval suite, HITL gates.

Env + 1Password + secret rotation lifecycle. Closed the $35 leaked-key loop.

Splits a NeoMigrate ticket into agent crews on Hetzner K8s, monitors, escalates.

Audits a client's existing multi-agent stack — eval gap, HITL gap, observability gap.

Takes a vibe-coded app (Lovable / v0 / Bolt / Cursor) and stabilises or replatforms it.

Hetzner + Keyweb + Vercel infrastructure with Pavel's stack lock baked in.

RTFM gate before fix #2 — Context7 → find-docs → library source. Then fix.

Sweeps a fix or pattern across every Pavel project that needs it.

Kickoff pack: doc collection, repo access, Linear scaffold, channel setup, agenda.

Weekly client status PDF: Linear activity, GitHub PRs, agent commentary, branded delivery.

Project-completion handoff: runbook, monitoring, on-call playbook, recorded walkthrough.

Quarterly business reviews — 30/90/180-day check-ins with usage stats and expansion ideas.

Renewal nudges 60/30/14 days out, expansion discovery, auto-quote generation.

Early-warning signals — slow tickets, declining usage, late payment — alert the founder.

PDF / PPTX / DOCX / XLSX / HTML in NeoMigrate visual identity, light or dark theme.

Invoice generation, Monzo + Stripe + Xero integration, auto-tax pot per invoice.

Usage tracking → managed-services line items; metered AI tokens for variable work.

Cash position, 12-month forecast, alerts when runway dips below six months.

HMRC corporation tax, VAT, R&D Tax Credit (30% relief) prep, SA100 self-assessment.

Generates DPA, MSA, NDA from client metadata; tracks signature; archives.

Per-client DPA generation, ROPA maintenance, data-flow diagram autogen.

Data audit, retention enforcement, subject access request workflow.

Per-agent compliance docs, transparency notes, audit log — Aug 2026 deadline ready.

Cyber Essentials Plus self-assessment, quarterly evidence pack.

One source, four destinations — case study → blog → LinkedIn → newsletter chunk.

Technical SEO sweep, competitor SERP analysis, topic-cluster recommendations.

TechTides, Web Summit, Digital DNA — abstract drafting, lead capture, follow-up sequence.

Skill creation pipeline — idea → SKILL.md draft → eval → install.

Continuous DeepEval / Promptfoo / Ragas suites; regression alerts when an agent drifts.

Monthly review of every deployed agent — promote, retire, or fork.

Cross-project KB — harvests CLAUDE.md, MEMORY.md, PRs, postmortems → pgvector index.

Incident → blameless postmortem PDF → memory update → cross-project rollout.

Continuous landscape monitor — library updates, competitor moves, regulatory drift.

Generates portfolio case study from a session and publishes to pcherkashin.dev.

Audits and bootstraps Claude Code configuration across every project.

Self-hosted Tavily-class meta-search and HERMES multi-step research.

Phase-0 bootstrap from contract to live URL, same day.

Agent scheduling — which agent runs when, cost cap per shift, queue priority.

Per-project AI cost budget, alerts at 50/80/100%, per-client gross-margin tracking.

HITL policy — what runs autonomously, what needs founder approval, escalation routing.

Two-phase session retro: post-mortem of work + Claude Code setup audit + upgrade plan.