AI-Native Development · Austin

AI-Native Development
in Austin

Agentic tooling as the primary build method. Architecture and review stay human.

We build for founders in Austin using agentic tools — Claude Code as the primary driver — as the actual engineering method, not a demo trick. The difference from vibe coding: architecture, data model, and security boundaries are decided by a senior engineer, evals run as a CI gate instead of a vibe check, and every commit gets reviewed for the failure modes AI-generated code tends to ship. We're also the team founders call to fix the codebases that skipped this discipline — see Vibe Code Rescue.

Get a flat-price quote for AI-Native Development in Austin

Quote back in 24 hours. No call required first.

Engagement shape

From

$3,000

Flat price, quoted after 30-min call

Timeline

5–10 days

First production deploy

1

Senior engineer, named

Day 1

Code in your GitHub

$0

Retainer, equity, lock-in

How this works

One AI-native engineer.
The output of a team.

One senior engineer plus AI agents now ships ai-native development that used to need a four-person team. Same code quality, half the cost, three-week timelines instead of three months. Built for pre-seed to Series A founders in Austin who need to ship before the next round closes.

The local read

Why ai-native development is hard in Austin

Austin's tech wave brought the SF cost structure with it. 60+ days to fill the role. $310K all-in for the kind of engineer you actually want. And the local agency option is mostly staffing shops billing hourly with a bench problem you'll end up subsidizing.

We're the other thing. One engineer owns your build from spec to deploy. Flat price quoted up front — not by the hour, not by milestone padding. Code in your GitHub from commit one. When the build ends, you walk away clean: no retainer, no notice period, no key-person dependency you didn't sign up for.

Austin's accelerator scene runs through Capital Factory — no longer just an accelerator, now a venture firm with its own Texas Fund backing deep-tech bets — plus DivInc for founders building outside the usual network. Silverton Partners, LiveOak Venture Partners and ATX Venture Partners write the local early checks. None of that slowed the funding: Austin-area startups raised $7.19B in 2025, a 64.8% jump and an all-time high, on fewer but much bigger rounds — Base Power's $1B Series C, Saronic's $600M, Apptronik's $415M. The gravitational pull got stronger too: Musk moved X Corp's headquarters to the Austin area in 2024, and xAI subleased a chunk of downtown's Seaholm Power Plant for its chip program in 2026. All of it means more capital chasing the same senior engineers — exactly the market this page's numbers describe.

Austin's fund landscape got deeper in late 2025: S3 Ventures closed a $250M Fund VIII that December — its 20th year — with roughly half earmarked specifically for Texas founders. The flip side of the boom is a real correction underway: Bumble cut 240 jobs, about 30% of its global headcount, in June 2025, and Indeed and Glassdoor cut roughly 1,300 more between them. That's not a footnote — it's a chunk of the senior engineering talent pool you're competing for right now, mid-layoff. On the infrastructure side, Arm is expanding its Austin campus, already its largest U.S. site, with a new semiconductor lab backed by a $4.16M state grant and 320+ new jobs.

Most of the ai-native development briefs we get out of Austin trace back to its AI and ML tooling base — that's the local demand, not a guess.

Hiring one senior engineer here is a ~$310K year-one outlay and a 60–90 day search. Our ai-native development engagement starts at $3,000 with a first deploy in 5–10 days.

Did you know · Austin

South by Southwest started in 1987 as a music conference. The interactive (tech) track launched in 1994 with around 150 attendees. It now pulls north of 50,000.

Time zone

--:--:--

CT

We work on Central Time, so we overlap with your in-house team, your investors, and your customers in the same window.

Sectors in Austin

AI and ML toolingDefense techRoboticsB2B SaaSConsumer product

Stack we use

Claude CodeCursorTypeScriptNext.jsCI-gated evals

What you actually get

Concrete deliverables.
Live in 5–10 days.

No discovery phase that bills for itself. No Figma-only delivery. Every item below is something you can open, click, and ship to a user.

01

Scoped build (feature, internal tool, or MVP slice) shipped via agentic-driven implementation, human-reviewed every commit

02

Architecture, data model, and auth boundaries decided by the engineer — never delegated to the agent

03

Evals and automated checks as a CI gate, so AI-authored code can't regress silently

04

Full commit history — you see what was agent-drafted versus hand-written, not one opaque squash commit

05

Code review pass specifically hunting the failure modes AI-generated code tends to ship

Why us

Why founders in Austin pick us for this

01

We're the team founders call when AI-native went wrong (see Vibe Code Rescue) — we know exactly which shortcuts not to take

02

Agentic tooling used transparently, with a senior engineer as the architecture and security backstop, not a rubber stamp

03

Evals and CI gates from day one, not bolted on after the first production incident

04

Same flat-price, your-code-from-commit-one terms as every other engagement — no markup for the tooling

AI-Native Development we've shipped

Founders we shipped ai-native development with

Real founders, real product, real testimonials. The kind of ai-native development work we'd do for you in Austin.

Xperiencify
EdTech Platform · 2024

Xperiencify

Gamified online course platform that increased student completion rates by 300%. We built a complete learning management system with gamification mechanics, progress tracking, and social features.

Visit the product

FAQ

Common questions about ai-native development in Austin

How fast can you start?

+
Most builds begin within seven days of the first call. We don't sell discovery — we go from problem statement to first deploy on the same day-one timeline.

Is the price really flat?

+
Yes. After a 30-minute call we send a single number and a scope you can accept or reject. No hourly billing, no change-order games. If we underestimate, we eat it.

Isn't this just vibe coding with extra steps?

+
No — the difference is who owns architecture and review. Vibe coding means accepting whatever the agent outputs. AI-native means the agent drafts, a senior engineer decides the data model, auth boundaries, and what actually ships, with evals as a CI gate instead of a vibe check.

Which tools do you use?

+
Claude Code as the primary driver for most of the codebase, with Cursor for targeted work when it fits better. Tool choice adapts to the codebase — what doesn't change is that architecture and code review stay human.

Who owns the code?

+
You do, from commit one. The repository is created in your GitHub org. Infrastructure is provisioned in your cloud account. We don't host your stack on ours and we don't lock you in.
More questions → /faq/ai · /faq/tech-stack · /faq/team

Got a question about ai-native development in Austin?

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Valery Satsura

Valery Satsura

CEO · Start Matter · usually replies in minutes

Hey, I'm Valery. Ask me anything about working with us from Austin.

Ready when you are

Ship ai-native development in Austin
in 5–10 days.

30-minute call → flat-price quote in 24 hours → first deploy inside two weeks.

Get a flat-price quote for AI-Native Development in Austin

Quote back in 24 hours. No call required first.