Available · Select Engagements

DB Studio

Engineering, AI,
and load-bearing software.

DB Studio is a small software studio founded by David Biton — senior engineering manager, AI-tools builder, and the architect behind ten years of production systems. We take on a small number of load-bearing engagements at a time.

Start a project See what we do or WhatsApp me

10+

Years engineering

4

Mobile platforms shipped

100+

Repos worked on

Live

DevHub

self-hostable engineering dashboard

Live

Hirescope

AI resume builder + ATS scoring

Live

AIRCC Portal

bilingual grant-program portal

Live

Flagscope

feature-flag debt scanner

Live

Orderflow

retailer ↔ supplier order management

Live

Claro

personal finance management

01 / STUDIO

What we do.

DB Studio is a small software studio founded by David Biton, a senior engineering manager with ten years building production systems in high-trust, regulated environments where downtime and bad data both cost real money.

We work at the intersection of AI, backend platforms, and engineering leadership — designing AI workflows that actually fit your codebase, architecting systems that compound instead of corrode, and helping teams ship faster without burning out.

We take on load-bearingwork — AI strategy, fractional engineering management, backend architecture, mobile SDK direction. We don't do logo-only consulting, and we don't take on projects we can't move.

Lead

We run engineering teams that ship — setting technical direction, removing blockers, hiring well, and protecting focus. Available as fractional EM, technical advisor, or short-term parachute.

Automate

We help teams adopt AI as real engineering leverage — custom Claude Code workspaces, automated PR review pipelines, agent design. Workshop-paced, owned by your team afterward.

Architect

Hands-on where it matters: backend microservices, event-driven systems, mobile SDK strategy, developer platforms. The unglamorous work that decides whether next year goes smoothly or painfully.

02 / WHAT WE DO

How we help.

Headline capabilityAI integration · platform engineering

AI Engineering — adoption, automation, and serious tooling

Why teams hire us here

Teams adopting Claude / LLMs land in one of two ditches: "AI as gimmick" (chat widget, no leverage) or "AI as risk" (autonomous agents nobody trusts). We help teams skip both.

What we actually do

We design AI workflows that actually fit your codebase — custom Claude Code workspaces, automated PR review with rule-aware prompts, MCP integrations, agent design for specific repeatable tasks. Workshop-paced, shipped working, owned by your team afterward.

Outcome

Senior engineers stop reviewing style. Reviews get faster. Onboarding gets shorter. AI becomes a teammate, not a demo.

Claude APIClaude CodeMCPPrompt engineeringAgent designTypeScript

claude · ai-pr-review

$claude review PR #142

● Loading workspace rules…

● Fetching diff… 12 files, +482/-67

● Routing to agent: code-reviewer

CRITICAL external-api-safety

New health check hits a billable endpoint. At 60s × 24h × 3 envs you'd burn 4,320 paid calls/day. Switch to a free status route.

IMPORTANT missing-feature-flag

New endpoint ships without a feature flag — no staged rollout possible. Recommended: gate behind a per-tenant toggle.

● 2 issues posted to PR ✓

Architecture · scaling

Backend & platform engineering

Why teams hire usWhen the system is harder to change than it should be, or you're afraid to touch the orchestration layer.

What we doMicroservices and event-driven design. Internal developer platforms. Multi-tenant SaaS plumbing. The unglamorous stuff that decides whether next year is smooth or painful.

OutcomeArchitecture that compounds instead of corroding. Teams move faster without burning the place down.

TypeScriptNode.jsNestJSPostgreSQLKafkaRedis

03 / LIVE WORK

Recent builds, not just pitches.

Click through — these are running deployments, not mockups.

Landing liveNext.js 16GitHub + Azure DevOpsAI-native

DevHub

Self-hostable engineering dashboard — repos, PRs, and sprints unified, with AI grounded in real delivery data.

The biggest thing in the studio: a self-hostable, white-label alternative to Backstage/Cortex/Faros — same category of control, without the six-month build or the six-figure SaaS contract. The positioning site below is live; the full product is the next build.

Frontend liveNext.js 16SupabaseStripeClaude API

Hirescope

AI resume builder with real ATS scoring, a drag-and-drop section builder, application tracking, and personal insights.

Resume.io and Zety sell templates; Teal scores against a job description but stops there; LazyApply and Simplify auto-apply by scripting LinkedIn/Indeed, which sits in a ToS grey zone. This closes the loop the other way: Claude-powered ATS scoring (matched/missing keywords, phrasing suggestions) backed by a free local keyword scorer for instant feedback while editing, a drag-and-drop resume builder that renders the same section order to PDF and DOCX, real Greenhouse/Lever job search via their public APIs, and a tracker tied to which resume version was actually used. LinkedIn/Indeed stay deep-link search only — no bot-driven auto-apply — a deliberate line, not a missing feature.

Frontend liveReactExpressPostgreSQLTailwindi18next

AIRCC Portal

Bilingual (Hebrew/English) portal rebuild for a subsidized-GPU research grant program.

Replaced a static, English-only, admin-less site with a fully admin-managed platform: every page is editable with full version history and one-click rollback, a GPU cost calculator quotes real subsidized pricing before applicants commit, and a communication center handles announcements and digests — the kind of self-serve content and comms layer that turns a one-off site into something a non-technical program team can actually run.

View source →

Live · WaitlistNext.jsProvider APIsGitHub App

Flagscope

Multi-provider feature-flag debt scanner with one-click cleanup PRs.

Connects LaunchDarkly, Flagsmith, Statsig, Unleash, GrowthBook, and ConfigCat; finds stale and ownerless flags before they rot into incidents, and opens the cleanup PR automatically instead of leaving it as a backlog ticket nobody picks up.

LiveNext.js 16PostgreSQLSupabase

Orderflow

Digital order management connecting retailers, store customers, and suppliers.

Replaces the phone-call-and-spreadsheet order workflow between retailers and suppliers with a shared digital pipeline — retailers place and track orders, suppliers manage fulfillment, and both sides see the same order status in real time instead of chasing it over WhatsApp.

View source →

LiveReactNode.jsPostgreSQLSupabaseRailway

Claro

Personal finance management app with AI-powered insights, budget tracking, and financial goal management.

Full-stack budgeting app: transaction tracking, credit-card and goal management, and AI-generated spending insights, with strong account security (rate limiting, entropy-scored passwords, duplicate-email protection). React frontend on Vercel, Node/Express API on Railway.

View source →

LiveNext.js 16PostgreSQLRTL i18nAdmin CMS

Chan True Dream

Bilingual crochet-guide storefront with a full admin CMS, shipped in a day.

A solo crochet instructor needed a real storefront for her free and paid pattern guides — bilingual (Hebrew/English, full RTL) — with no engineer on call to run it. Built a Postgres-backed CMS with full edit history and one-click revert: she updates text, images, guide links, and contact info herself, from a browser. Zero monthly cost on Vercel + Neon + Blob free tiers.

View source →

04 / STUDIO

What we're shipping.

In parallel with client work, DB Studio is building a small portfolio of focused products — primarily in AI tooling and engineering productivity. Flagscope is the first one live — collecting waitlist signups now.

Live · WaitlistEngineering productivity

Flagscope

Kill flag debt. Multi-provider feature flag governance.

Connects to LaunchDarkly, Flagsmith, Statsig, Unleash, GrowthBook, and ConfigCat. Finds stale flags, ownerless flags, dead branches. Opens the cleanup PR for you. Landing live; beta opens early 2026.

LaunchDarklyFlagsmithStatsigUnleashGrowthBookConfigCat

Visit Flagscope Join waitlist

flagscope/flag debt

4 providers connectedscanning

147

total flags

32

stale ≥30d

11

ownerless

8

dead branches

filter:staledeadownerless51 of 147

checkout-v2-banner

LD

stale

127d ON

ai-summarize-toggle

Flagsmith

ownerless

owner left 42d

new-search-ranker

Statsig

ok

12d ON

legacy-export-flow

Unleash

dead

203d unchanged

● 1 cleanup PR opened this morning·3 ownerless flags reassigned this week

flagscope.vercel.app

AI · dev toolsLive · Waitlist

DevHub

One dashboard for repos, PRs, and sprints — AI-native, self-hostable.

Self-hostable engineering dashboard that unifies GitHub or Azure DevOps repos, PRs, and sprints into one pane of glass, with AI grounded in your real delivery data. Backstage-level control without the six-month build. Landing page live — product build is next.

Visit site

AI · dev toolsBuilding

AI Coach

Always-on AI reviewer for your team.

Drops into any GitHub PR and gives sharp, context-aware feedback. Learns your repo's conventions so it stops nagging about style and starts flagging real risk.

Get early access

Engineering productivityConcept

Pulse

Engineering insights that don't make people defensive.

Sprint velocity, review latency, on-time delivery — surfaced as actionable nudges, not vanity metrics. Built for the EMs and tech leads who actually have to act on them.

Get early access

AI · toolingConcept

Skillshop

A marketplace of opinionated Claude skills.

Curated, battle-tested Claude Code skills and agents. Install, run, ship. No more rebuilding the same review / planning / postmortem prompts from scratch.

Get early access

Following along? Drop your email and we'll ping you on each launch.

05 / STACK

What we build with.

AI & Automation

Building with LLMs as a first-class engineering primitive.

Claude APIAzure AI FoundryPrompt engineeringAgent designSlash commandsSkills · Hooks · Subagents

Backend

Where most of the work happens.

Node.jsTypeScriptNestJSExpressPostgreSQLRedisKafkaElasticsearch

Cloud & DevOps

Pipelines, infra, and the stuff that ships code.

AzureKubernetesArgoCDDockerAzure PipelinesGitHub ActionsTerraform

Frontend

Modern, fast, accessible.

ReactNext.jsTypeScriptTailwindViteRecharts

Mobile

Cross-platform parity, automated releases.

Swift (iOS)Kotlin (Android)FlutterReact NativeCocoaPodsGradle

Domain

Where compliance and engineering meet.

Identity (KYC · KYB · AML)PII handlingGDPRCamunda 8 · BPMNEvent-driven systems

07 / HOW WE WORK

From first call to shipped work.

Quick call

20–30 minutes. What you're building, what's blocking it, whether this is a fit — no deck, no pitch.

Scoped proposal

Clear deliverables, timeline, and cost before anything starts. No open-ended retainers you can't reason about.

Engagement starts

Embedded with your team or async, whichever fits. Direct access, no account-manager layer.

Ship, with visibility

Regular check-ins against the plan. You always know what's shipped and what's next — no surprise bills.

08 / CONTACT

Have something load-bearing to build?

DB Studio takes on a small number of engagements at a time. AI strategy, engineering leadership, backend architecture, mobile direction — if it's senior, let's talk.

Send a message

Or reach me directly

+972 52-586-6390 · fastest reply

Email

davidbitonfullstack@gmail.com

linkedin.com/in/david-biton-93b818a0

GitHub

github.com/dbfullstack

Engineering, AI,and load-bearing software.

What we do.

Lead

Automate

Architect

How we help.

AI Engineering — adoption, automation, and serious tooling

Backend & platform engineering

Recent builds, not just pitches.

DevHub→

Hirescope→

AIRCC Portal→

Flagscope→

Orderflow→

Claro→

Chan True Dream→

What we're shipping.

Flagscope

DevHub

AI Coach

Pulse

Skillshop

What we build with.

AI & Automation

Backend

Cloud & DevOps

Frontend

Mobile

Domain

From first call to shipped work.

Quick call

Scoped proposal

Engagement starts

Ship, with visibility

Have something load-bearing to build?

Send a message

Or reach me directly

Engineering, AI,
and load-bearing software.

DevHub

Hirescope

AIRCC Portal

Flagscope

Orderflow

Claro

Chan True Dream