How I ship: Claude Code, Codex and MCP in one loop
The setup behind my day-to-day delivery. Claude Code is the primary agent, Codex is the second opinion and rescue path when a problem needs a fresh diagnosis, MCP servers connect both to the systems I actually work in, and parallel subagents handle broad searches and codebase-wide changes. I review every diff that ships.
Claude Code does most of the building. When it gets stuck, or a fix needs an independent check, I hand the problem to Codex for a second implementation or root-cause pass. Two models disagreeing is a useful signal; two agreeing on a diagnosis is a stronger one.
MCP servers give the agents direct, scoped access to the tools around the code: commerce platform docs and API schemas, work items and pipelines, and a real browser for checking UI changes. Less pasted context, fewer invented APIs.
Repeatable workflows become skills the whole team can trigger in plain language. Subagents run in parallel for broad searches and independent tasks, so the main thread keeps a clean context for decisions.
Agents draft; I own the diff. On commerce-critical paths like checkout, pricing and payments I read every line, and agent output that passes its tests but misreads a business rule gets rewritten, not merged.
More showcases
Apple Pay & PayPal Express Checkout for M&M'S
Designed and shipped one-tap express checkout on the global M&M'S storefront — Apple Pay and PayPal, migrated onto Adyen's v6 drop-in. Covered the unglamorous parts that make express actually work: live tax recalculation, address and shipping-state validation, restricted-region blocking, and analytics parity with the standard flow.
Rebuilding the M&M'S product detail page (PDP v2)
Helped rebuild the M&M'S product detail page from the ground up — a new layout and interaction model with sticky product imagery, drawer-based detail, reworked reviews and tabs, and an accessibility pass that held up to audit. The surface that has to sell every product, rebuilt without breaking the ones already in carts.
Flavor Remix — a build-your-own giftbox for M&M'S
Owned large parts of Flavor Remix — M&M'S' build-your-own giftbox — end to end: its dedicated v2 product page, a rebuilt review-before-you-buy flow, an accessories drawer, and customer image upload with moderation and reupload. All on a commercetools model reworked to treat flavor as a first-class attribute.
Greeting Cards v2 for M&M'S gifting
Rebuilt personalized greeting cards for M&M'S gifts: live preview and edit, wired into the gift data flow so the card travels with the order, and event tracking so the team can see how the feature is actually used.
Experimentation features for Elevate AB
A run of product features on Elevate's Shopify A/B-testing platform: multi-store switching so agencies and owners hop between stores without re-auth, split-URL experiments scaled to 25 variations with fractional traffic splits, and targeting and content-editor improvements that made experiments easier to set up and trust.
Release & deploy automation for Elevate AB
Turned Elevate's release process from manual and error-prone into automated and auditable: GitHub Releases from tags, auto-tagging and staged deploys, a changelog generator, E2E tests that fire automatically after staging, and stepped hotfix and rollback workflows — plus Slack announcements linking the release, the GitHub page, and the live URL in one message.
UI in motion — a scroll-driven 3D reel
A 3D-rendered hero reel, shipped scroll-driven. Instead of running a live Three.js / WebGL scene — GPU-heavy and janky on mid-range phones — the 3D work is pre-rendered to a 1080p image sequence and scrubbed frame-by-frame on a 2D canvas as you scroll. All the depth, none of the runtime cost.
A release-hotfix agent for an enterprise platform team
Cutting a hotfix on a multi-component platform meant a checklist of manual steps across two repositories. I packaged the whole sequence as a Claude Code skill backed by a dedicated subagent: point it at a component, an environment and the fix PRs, and it resolves what's actually deployed, builds the hotfix branch, tags it, and raises the environment bump PR for review.
Natural-language time tracking on Kimai
An assistant for Gradion engineers that turns sentences like "from 9 to 11:30 I worked on the login bug" into correct timesheet entries in Kimai. Built entirely as a CLAUDE.md-driven Claude Code workflow: onboarding, project lookup, activity mapping and confirmations, with no custom app to deploy or maintain.