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RapidDev - Software Development Agency
AI ImplementationsMaker / Artisan Workshops18 min read

AI for an Artisan Knife Maker: Drop-Day Emails That Sell Out in 30 Minutes

Three paths: use Claude Sonnet 4.6 via Poe ($20/mo) for steel-vocabulary listings and drop-day emails, hire RapidDev for a custom drop-queue + waitlist app ($13K–$25K, justified above $200K with sold-out drops), or continue writing listings manually. For a bladesmith doing 60 blades/year plus 8 commissions, Claude Sonnet 4.6 cuts 120 hours of annual copy work to 25 hours. AI commission auto-quoters on hardwood handle and steel price swings are a hard anti-pattern.

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Decision matrix

Should you buy, hire, or build it yourself?

Three paths to launch a Artisan Knife Maker Listing, Commission, and Drop Workflow, side-by-side. Pick the one that matches your budget, timeline, and how much control you actually need.

Subscribe to category SaaS

Buy SaaS
Time to launch
Today
Upfront cost
$0
Monthly cost
$20–$60/mo (Poe $20 + Klaviyo Free + Canva $15 + Shopify $39)
Ownership
No lock-in
Customization
Prompt-level — but Claude Sonnet 4.6's 1M context handles full catalog paste

Best for

Any bladesmith spending more than 3 hours per blade release on catalog copy and drop emails

Risks

  • No purpose-built 'knife maker AI' SaaS exists — Claude Sonnet 4.6 with a metallurgy-vocabulary prompt is the correct tool.
  • Poe's $20/mo plan has message limits that may constrain heavy drop-week use when batching 12 blade listings at once.
  • Steel pricing data in Claude Sonnet 4.6's training is not real-time — never ask AI to price commissions.
  • Klaviyo Free caps at 250 contacts — a growing drop waitlist exceeds this within 1–2 years.

Hire RapidDev

Hire agency
Time to launch
4–6 weeks
Upfront cost
$13,000–$25,000
Monthly cost
$150–$400 infra
Ownership
You own the code
Customization
Unlimited — drop queue, waitlist management, Stripe deposit automation

Best for

A bladesmith at $200K+ revenue with consistent sold-out drops wanting a custom drop-queue app with waitlist management and Stripe deposit automation

Risks

  • Below $200K revenue, the build cost is 7–50% of annual income — Klaviyo + Shopify handles drops at $45/mo.
  • A Klaviyo-powered drop announcement and Shopify inventory flow handles most drop mechanics without custom code.
  • Commission CRM at $13K+ below $200K revenue: Notion + Stripe + Google Form covers 8–20 commissions per year.
  • Ongoing maintenance requires technical resources the bladesmith typically doesn't have on staff.
Recommended

Boring DIY combo

Build yourself
Time to launch
Today
Upfront cost
$0
Monthly cost
$20–$74/mo (Poe $20 + Klaviyo Free + Shopify $39 + Canva $15)
Ownership
Your Claude voice library and Klaviyo list
Customization
Prompt-level with Claude Sonnet 4.6 1M context

Best for

Any bladesmith spending significant time on catalog listings, drop emails, and steel-story SEO content

Risks

  • Building the voice library takes 2–3 hours of initial effort — worth it once.
  • Commission quotations must stay with the bladesmith — steel price swings make AI auto-quoting wrong by 20–60%.
  • AI-generated knife imagery destroys the hand-forge premium.
  • Poe's Claude Sonnet 4.6 plan may hit message limits during intensive drop-preparation periods.

What a Artisan Knife Maker Listing, Commission, and Drop Workflow actually does

Writes steel-vocabulary catalog listings, commission inquiry response templates, drop-day email blasts to the waitlist, and steel-story or heat-treat explainer content for SEO and credibility for an artisan bladesmith.

An artisan knife maker sits at the high-margin end of Archetype A: 30–120 blades per year at $180–$1,200 per kitchen knife, up to $5,000+ for hunting or chef-collaboration commissions. A solo bladesmith at $50K–$180K revenue has two distinct copy challenges: (a) catalog listings for each unique blade on their own Shopify — steel type, blade geometry, handle material, edge profile, grind type, dimensions, intended use — and (b) the 'drop day' email and Instagram blast when 6–12 new blades go live, often selling out in under 30 minutes. Both require metallurgical and material vocabulary that most general LLMs handle poorly but Claude Sonnet 4.6 handles well.

The AI opportunity here is real and immediate. Claude Sonnet 4.6 via Poe at $20/mo knows the difference between AEB-L and S35VN in heat-treat performance, knows that a 52100 bearing-steel blade has more iron carbides than a 1095, and can write a steel story that's accurate enough to impress a serious knife buyer. The anti-patterns: AI commission auto-quoter (steel, copper, handle wood all swing 20–60% on availability — the bladesmith's quote is always current pricing), AI knife imagery (collectors buy proof of hammer marks), custom CRM at $13K+ below $200K revenue (Notion + Stripe + Google Form covers 8–20 commissions per year).

AI capabilities involved

Steel-vocabulary catalog listing copy with technical specifications

Claude Sonnet 4.6GPT-5.4Claude Opus 4.7

Drop-day email blast and Instagram caption batch

Claude Sonnet 4.6GPT-5.4 miniGPT-5.4

Steel-story and heat-treat explainer content for SEO

Claude Sonnet 4.6GPT-5.4Claude Opus 4.7

Who uses this

  • Solo or 2-person bladesmiths doing $50K–$300K revenue, mixing catalog drops on own Shopify with 8–20 commissions per year
  • Knife makers with an established drop-day waitlist who need professional email and listing copy at each release
  • Kitchen knife specialists targeting chefs and serious home cooks who read the technical specs

SaaS alternatives on the market

Real products you can sign up for today — with current 2026 pricing, honest pros and cons.

Claude via Poe (Anthropic)

Bladesmiths whose listing quality and drop email voice directly affect sell-out speed

Limited daily messages

$20/mo

Pros

  • +Claude Sonnet 4.6's 1M context lets you paste your full blade catalog, past drop emails, and steel vocabulary library in one session.
  • +Accurate on metallurgical terminology — AEB-L, S35VN, 52100, W2, 1095 steel properties and heat-treat behavior.
  • +Long-context consistency means a 12-blade drop's listing batch reads like one coherent voice, not 12 separate prompts.
  • +No API setup required — browser-based.

Cons

  • Poe's $20/mo message limits may constrain heavy drop-preparation weeks with 12+ blade listings at once.
  • Steel pricing data is not real-time — never use for commission quotation.
  • Direct Anthropic API ($3/$15 per M tokens) is cheaper at high volume.
  • No Shopify integration — copy-paste from Poe to Shopify product page.

Klaviyo

Bladesmiths with an established drop waitlist of 200+ subscribers who want Shopify-integrated email automation

Free up to 250 contacts

$45/mo (above 250 contacts)

Pros

  • +The #1 tool for a bladesmith's drop-day workflow — a Klaviyo email to your waitlist announcing new blades is the cash-cow channel.
  • +Segmentation lets you target 'past buyers' separately from 'waitlist-only' contacts for allocation offers.
  • +Integrates natively with Shopify for automated post-purchase sequences and abandoned-cart flows.
  • +Advanced analytics show which email subject lines drive the most rapid sell-outs.

Cons

  • Free tier caps at 250 contacts — a drop waitlist grows past this quickly.
  • $45/mo at 500+ contacts adds to the tool stack.
  • Klaviyo requires setup time for flows (welcome, post-purchase, abandoned cart) — not instant.
  • Email deliverability for drop announcements requires domain authentication (DKIM, SPF) setup.

Shopify Basic

Every artisan knife maker at $50K+ revenue who wants a branded DTC storefront away from Etsy

3-day trial

$39/mo

Pros

  • +The correct DTC platform for artisan knife makers — Etsy is wrong for $400+ kitchen knives, Shopify is right.
  • +Inventory management handles the 'limited edition' drop model (6–12 blades per drop, each a unique product).
  • +Product pages with rich descriptions, multiple photo angles, and specifications showcase blade quality effectively.
  • +Klaviyo integration for drop email automation works natively.

Cons

  • Transaction fees (0.5–2%) if not using Shopify Payments.
  • Each unique blade needs its own product page — 60 blades per year = 60 product creations.
  • Not a commission management system — Notion + Stripe handles that side separately.
  • Shopify's default checkout flow works for drops but doesn't natively handle 'waitlist gets first access' allocation.

The AI stack

Claude Sonnet 4.6 via Poe ($20/mo) for all knife-specific copy — catalog listings, drop emails, steel stories, commission inquiry responses. ChatGPT free for routine operational copy (review responses, Instagram captions). The metallurgical vocabulary gap between Claude Sonnet 4.6 and free-tier ChatGPT is real and visible in the finished listings.

01

Steel-vocabulary catalog and drop email copy

Writes technically accurate blade listings with steel type, heat-treat performance, geometry, and handle material; drop-day email blasts and Instagram caption batches

Claude Sonnet 4.6

$3/$15 per M tokens (via Poe $20/mo)

All knife-specific copy — this is the single best model for artisan knife maker content

+ Superior metallurgical vocabulary accuracy; 1M context for full catalog consistency; best drop-email voice control Poe message limits during intensive drop-prep; 3× Haiku 4.5 cost

GPT-5.4

$2.50/$15 per M tokens (via ChatGPT Plus $20/mo)

Bladesmiths who prefer the ChatGPT interface and want one platform for all copy

+ Comparable quality to Sonnet 4.6 for steel vocabulary; familiar ChatGPT interface Marginally weaker on edge-retention and heat-treat narrative specificity

Our pick: Claude Sonnet 4.6 via Poe ($20/mo). The steel vocabulary advantage is decisive for a knife maker's audience — buyers who pay $400–$1,200 for a kitchen knife can tell the difference between accurate metallurgy copy and generic 'handcrafted high-carbon steel' filler.

Reference architecture

A Notion voice library with the bladesmith's steel preferences, handle vocabulary, and 3 best existing listings pasted into Claude Sonnet 4.6 at the start of each drop preparation session. Drop-day workflow: batch 6–12 blade listings + drop email in one 60-minute Claude Sonnet 4.6 session, then edit each blade listing for 5–10 minutes for accuracy.

01

Build a Notion voice library: preferred steels and their properties, handle vocabulary, house aesthetic, 3 best existing listings

Notion Free

One-time 2-hour setup. Include: your preferred steel lineup (e.g., 'AEB-L for kitchen knives, 52100 for hunting blades, W2 for hamons'), your handle vocabulary ('stabilized curly maple, turquoise composite pin, mosaic bolster'), and descriptions of your edge geometry (convex, flat, hollow).

02

For each new blade, photograph and note: steel, blade geometry, grind type, edge angle, handle material, dimensions, HRC hardness, intended use, price

Your specs

5 minutes per blade while the edge is still fresh. These are the raw facts the AI needs to be accurate.

03

Paste voice library + 6–12 blade specs into Claude Sonnet 4.6 — request full drop batch in one session

Poe (Claude Sonnet 4.6) $20/mo

Request: one Shopify listing per blade (150 words: steel story + geometry + handle + intended use + care instructions), one drop-day email (300 words: what's in this drop, link to Shopify, expected sell-out speed note), 12 Instagram captions (one per blade). One 60-minute session generates the entire drop content package.

04

Edit each blade listing for metallurgical accuracy — 5–10 minutes per blade

Your judgment

Verify heat-treat claims match your actual Rockwell hardness, verify handle material descriptions, correct any blade geometry description that doesn't match what you built. Claude Sonnet 4.6 is accurate 90%+ of the time for common steels; verify the 10% manually.

05

Drop day: send Klaviyo email at 8am, update Shopify inventory to live, post Instagram batch

Klaviyo + Shopify + Instagram

Schedule the Klaviyo email in advance. Live inventory goes live simultaneously. Post Instagram blade-by-blade through the day. Monitor Shopify inventory; mark out-of-stock when a blade sells.

Estimated cost per request

At Claude Sonnet 4.6 rates: a 12-blade drop session with full catalog context = approximately 30,000 tokens input + 8,000 tokens output = ~$0.21 per drop. 8 drops per year = $1.68 in API costs. The real cost is Poe's $20/mo subscription for convenient access.

Cost calculator

Drag the sliders to model your actual usage. The numbers update in real time so you can stress-test economics before writing a single line of code.

Monthly tool cost for an artisan knife maker. Defaults for a bladesmith with 6 drops per year of 10 blades each and 8 commissions per year.

10 blades
330
6 drops
212

Estimated monthly cost

$74.00

$888 per year

Poe subscription (Claude Sonnet 4.6)$20.00
Shopify Basic (storefront)$39.00
Klaviyo Free (up to 250 contacts)$0.00
Canva Pro (social + marketing)$15.00
Klaviyo paid (if list exceeds 250 contacts)$0.00
Fixed: $74.00/moVariable: $0.00/mo

Calculator notes

  • Core AI + ops stack: $74/mo. Claude Sonnet 4.6 API costs for 6–8 drops per year are under $2 — Poe's $20/mo flat fee is the practical cost.
  • Klaviyo upgrades to $45/mo once the waitlist exceeds 250 contacts — budget for this at consistent $100K+ revenue.
  • Notion Free is sufficient as a commission CRM at 8–20 commissions per year.
  • QuickBooks ($35/mo) is standard for $50K–$300K revenue operations and not in the AI stack cost above.

Build it yourself with vibe-coding tools

In 2 hours, you'll have a Claude Sonnet 4.6 voice library that produces a complete drop content package — 10 blade listings, drop announcement email, and 10 Instagram captions — in one 60-minute session. Drop day becomes execution, not writing.

Time to MVP

2 hours initial voice library setup; 60–90 minutes per drop content batch thereafter

Total cost to MVP

$20 Poe + $39 Shopify + $15 Canva + Klaviyo Free = $74/mo

You'll need

A Poe account ($20/mo — poe.com) for Claude Sonnet 4.6 accessA Shopify Basic account ($39/mo) as the DTC storefrontA Klaviyo account (free up to 250 contacts) for drop announcement emailsA Notion account (free) for the voice library3 existing blade listings you're proud of — these train the voice library

Starter prompt

ChatGPT Prompt

You are the product voice for [SHOP NAME], a [SPECIALTY — e.g., 'kitchen knife forge in Sheffield'] run by [YOUR NAME]. I make [TYPES — e.g., 'chef's knives, santokus, and nakiri knives'] from [STEEL LINEUP — e.g., 'AEB-L stainless for kitchen knives, 52100 bearing steel for hunting blades']. My heat-treat approach: [e.g., 'AEB-L hardened to 61–62 HRC via salt bath quench, cryo treated, triple tempered at 300°F']. My handle vocabulary: [e.g., 'stabilized curly maple, micarta, G10, mosaic copper pins']. My customer is [e.g., 'a serious home cook or working chef who has done enough research to know the difference between AEB-L and 440C and cares']. My voice is [e.g., 'precise and material-honest — describe what it is and why the steel and geometry choices matter for cooking, not 'artisanal' marketing language']. Here are 3 listings that nail my voice: [PASTE 3 BEST LISTINGS] For each new blade I brief you on, write: 1. A 150-word Shopify listing: steel + heat treat performance (edge retention, toughness, corrosion resistance) + grind type + edge angle + handle + dimensions + intended use + care instructions. 2. A 50-word Instagram caption: opens with the steel or geometry detail, ends with drop date/availability note. 3. One drop-day email line (for batch assembly into the full drop email). New blade: [STEEL / BLADE GEOMETRY / GRIND / HANDLE / DIMENSIONS / HRC / PRICE]

Paste this into ChatGPT

Follow-up prompts (run in order)

  1. 1

    Drop-day email: 'Write a 300-word drop announcement email for our [DATE] drop. This drop includes: [LIST 6–12 BLADES BRIEFLY]. Open with a paragraph about what makes this drop cohesive or interesting. List each blade with a one-line description and link placeholder. Close with: quantities are limited, first-come-first-served, link to shop goes live at [TIME]. 3 subject line options.'

  2. 2

    Steel-story SEO content: 'Write a 300-word blog post titled "Why I Use AEB-L for Kitchen Knives" for our Shopify blog. Cover: what AEB-L is, how its carbide distribution affects edge retention and ease of sharpening, why it outperforms 440C for home cooks despite similar stainless designation, and how our heat treat maximizes its performance. No marketing language — this is for a reader who already knows what stainless means.'

  3. 3

    Commission inquiry response: 'Write a template email response for commission inquiries. Cover: yes we take commissions, here's our current timeline (X weeks), here's how we price (starts at $X for Y dimensions in Z steel + handle), we need to know wood species or handle material preference, blade length and geometry preference. 100 words max. Tone is warm and specific.'

Expected output

A complete drop content package — 10 Shopify listings, 10 Instagram captions, drop announcement email, and 2–3 steel-story blog posts — in one 60–90-minute Claude Sonnet 4.6 session plus 2–3 hours of editing. 95 hours per year saved versus writing from scratch.

Known gotchas

  • !AI commission auto-quoter: steel prices, handle wood availability, and blade complexity all swing 20–60% on market conditions. A stored pricing model is outdated within weeks. Keep all commission pricing with the bladesmith — the voice library helps with the copy, not the quote.
  • !AI-generated knife imagery: collectors and working chefs who pay $400–$1,200 for a knife specifically want proof of hand-forging — hammer marks, the hamon line, the visible handle-to-blade transition. A Midjourney knife looks like a mass-produced photo. Use only real photographs.
  • !State knife laws: the Federal Switchblade Act (15 USC § 1241) restricts interstate shipping of automatic-opening (switchblade) blades. Many states have additional restrictions on fixed-blade length and carry. If you make gravity knives, daggers, or automatic-opening blades, consult a lawyer about shipping restrictions before listing on Shopify for national DTC.
  • !Hazmat and ORM-D shipping regulations: sharp blade shipments may be classified as ORM-D (Other Regulated Materials for Domestic transport) by some carriers. Check UPS and FedEx current regulations for knife shipping, including required packaging standards.
  • !Claude Sonnet 4.6 steel accuracy: the model is accurate for common production steels (AEB-L, S35VN, 154CM, 1095, 52100, W2) but may have training-data errors for newer or more obscure steels. Always verify technical claims against your own heat-treat test data before publishing.
  • !Klaviyo Free at 250 contacts: a growing drop waitlist hits this cap within 1–2 years of consistent marketing. Budget for Klaviyo's $45/mo plan as you approach the limit — don't let the waitlist size capped at 250 constrain your drop announcement reach.

Compliance & risk reality check

Artisan knife makers face federal and state restrictions on certain blade types, shipping regulations, and basic customer data privacy obligations. No FDA or cosmetic load.

Critical

Federal Switchblade Act and state knife laws

The Federal Switchblade Act (15 USC § 1241) prohibits interstate commerce of automatic-opening knives (switchblades). Many states additionally restrict fixed-blade length, gravity knives, daggers, and ballistic knives. An artisan knife maker shipping DTC via Shopify must verify that each blade type is legal to ship to the buyer's state.

Mitigation: Include a clear statement in your Shopify checkout or FAQ: 'It is your responsibility as the buyer to verify that this knife is legal in your state and locality. We cannot ship automatic-opening blades or switchblades interstate.' Consult a knife law attorney if you make any blades that could be categorized as prohibited types in major markets (California, New York, Massachusetts).

Important

ORM-D and hazmat classification for blade shipping

Sharp bladed tools may be classified as ORM-D (Other Regulated Materials — Domestic) or require specific packaging by some carriers. UPS and FedEx have specific requirements for knife shipments, including blade sheath or wrap requirements, packaging standards, and declaration requirements. Non-compliance can result in returned or refused packages.

Mitigation: Review UPS and FedEx current knife shipping policies before setting up your Shopify shipping configuration. Standard double-boxing with blade protection (leather sheath, cardboard tube) satisfies most carrier requirements. Insure all high-value blade shipments.

Build vs buy: the real math

4–6 weeks (drop-queue + waitlist app)

Custom build time

$13,000–$25,000

One-time investment

Only justified above $200K revenue with consistent sold-out drops

Breakeven vs buying

At $50K–$150K revenue, Klaviyo ($45/mo) + Shopify ($39/mo) handles drops, waitlist communication, and post-purchase sequences at $84/mo total. A custom drop-queue app with waitlist allocation management at $13K–$25K adds meaningful value only above $200K revenue when drops are consistently sold out within 30 minutes: at that scale, fair allocation to loyal waitlist members (first-served by join date, limited per-customer) becomes a brand reputation issue that manual Shopify inventory can't manage. At $250K revenue with 8 drops per year, the custom allocation system pays back in approximately 18 months.

Skip the DIY — RapidDev builds the production version

A Lovable MVP gets you a demo. Production needs auth that doesn't leak data, AI calls that don't bankrupt you, observability when models drift, and code you can audit. That's what we ship.

1

Discovery call (free)

30 min

We map your exact Artisan Knife Maker Listing, Commission, and Drop Workflow use case: who uses it, target volume, AI model choice, integrations, compliance scope. You get a detailed scope document and fixed-price quote within 48 hours.

2

AI-accelerated build

4–6 weeks (drop-queue + waitlist app)

Our engineers use Claude Code, Lovable, and custom tooling to ship 3–5x faster than agencies. You see weekly progress in a staging environment — not a black box.

3

Launch + handoff

1 week

We deploy to your infrastructure, transfer the GitHub repo, set up CI/CD and monitoring, and train your team. You own 100% of the source code, prompts, and model configurations.

What you get

Full source code (GitHub repo)
Deployed on your infrastructure
Audited prompts & model configs
Cost monitoring + budget alerts
3 months of bug-fix support
Direct Slack channel with engineers

Timeline

4–6 weeks (drop-queue + waitlist app)

Investment

$13,000–$25,000

vs SaaS

ROI in Only justified above $200K revenue with consistent sold-out drops

Get your free estimate

30-min call. Fixed-price quote within 48 hours. No commitment.

Frequently asked questions

How much does AI automation cost for an artisan knife maker?

The core AI cost is $20/mo for Poe (Claude Sonnet 4.6 access). The full stack is $74/mo: Poe ($20), Shopify Basic ($39), Canva Pro ($15), Klaviyo Free. Klaviyo upgrades to $45/mo once the drop waitlist exceeds 250 contacts. Against 95 hours per year of listing and drop email writing time saved, the $240/year Poe subscription delivers a strong ROI.

Why Claude Sonnet 4.6 specifically for knife maker listings?

Claude Sonnet 4.6's training data includes enough metallurgical and materials science context to write accurately about AEB-L vs 440C vs S35VN performance characteristics, heat-treat effects on edge retention and toughness, and grind geometry descriptions. Buyers who pay $400–$1,200 for a kitchen knife know enough to spot inaccurate technical claims. ChatGPT free produces plausible-sounding but occasionally inaccurate steel copy; Sonnet 4.6 gets the technical details right more reliably.

Can AI auto-quote my commission pricing?

No — and this is the most important anti-pattern for a knife maker. Steel prices (1095, AEB-L, S35VN) swing 15–40% on commodity markets. Handle wood availability (stabilized curly maple, desert ironwood) fluctuates with supplier stock. Blade complexity (integral bolster, distal taper, hamons) varies per project. Any stored pricing model is outdated within weeks. Keep commission pricing with you; use AI for the inquiry response copy only.

What's the most effective marketing format for a knife maker on Instagram?

Build-log posts — in-process photos showing the forge stage, the grind setup, the handle fitting, and finally the finished blade. These outperform finished-product-only photos because they show proof of hand-work at each stage. Claude Sonnet 4.6 writes the caption in 30 seconds from a one-line stage description; your phone captures the actual proof.

When does a custom drop-queue app make sense?

Above $200K revenue when drops consistently sell out within 30 minutes and fair allocation to loyal waitlist members becomes a brand reputation concern. At $250K revenue with 8 drops per year, a custom allocation system (first-served by join date, limited per-customer) pays back the $13K–$25K build cost in approximately 18 months. Below $200K, Klaviyo's segment-based send order and Shopify's native inventory management handle the drop mechanics adequately.

Can RapidDev build a custom drop-queue and waitlist management app?

Yes — RapidDev has built drop-queue and limited-release allocation systems for artisan product makers with Shopify integration, waitlist join-date tracking, per-customer purchase limits, and Klaviyo-triggered notifications. Build time is 4–6 weeks at $13K–$25K. This makes economic sense above $200K revenue with consistent sold-out drops. Book a free 30-minute consultation at rapidevelopers.com.

RapidDev

Want the production version?

  • Delivered in 4–6 weeks (drop-queue + waitlist app)
  • You own 100% of the code
  • AI cost monitoring built in
Get a free estimate

30-min call. No commitment.

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We ship production apps at a fixed price — $13K–$25K, 6–10 weeks, source code yours. You've seen what it takes; we do it every week.

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