— Case Studies / N°02

How we actually ship.

Deep dives across Solana DeFi, fintech, healthcare AI, and platform scale. From on-chain programs and indexers to regulated systems, the same senior engineering discipline applies.

CASE N°00 · SOLANA · AI AGENTS
15+
launch cohort
50%
anti-snipe reserve
1
no-code flow
100%
open source

A no-code AI agent launchpad built on an open-source agent framework

Collapsed agent creation and token launch into one description-driven flow on elizaOS, added a 'fairer than fair' curve reserving up to 50% of supply against snipers, and routed ongoing swap fees back to creators indefinitely via liquidity NFTs.

Client
Eliza Labs / elizaOS — Auto.fun
Duration
9 weeks (MVP)
Team
5 engineers
Outcome
15+ projects in launch cohort · fully open source
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CASE N°01 · SOLANA · CREATOR ECONOMY
95–96%
to creators
0
impersonation launches
2%
trading fee split
100%
verified identities

Making creator minutes a tradable asset with enforceable redemption

Ported the token mechanics to Solana, priced creator minutes on a bonding curve, and wrapped redemption in a program-controlled escrow with timeout reclaim so unanswered bookings can be resold instead of lost.

Client
Time.fun
Duration
11 weeks (MVP → Solana launch)
Team
6 engineers
Outcome
Escrowed redemption live · verified creators only
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CASE N°02 · SOLANA · AMM DESIGN
40,269×
attack cost
7
curve stages
500%
launch activity ↑
0
LP rug vector

Pricing accumulation attacks out of existence with a seven-stage curve

Replaced the standard x·y=k curve with a composite x^n·y=k formula stepping through seven exponents, removed DEX graduation entirely, and enforced on-chain ticker uniqueness to close the duplicate-ticker scam vector.

Client
Super.exchange
Duration
13 weeks (protocol prototype)
Team
4 protocol engineers
Outcome
40,269× cost to acquire 80% of supply
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CASE N°03 · MOBILE · FIAT ON-RAMP
0
seed phrases
1
tap to fund
3
payment states surfaced
PWA
+ wallet browsers

Card-to-token onboarding for users who have never held SOL

Built a mobile-native front end with Apple Pay as the primary funding path and an embedded wallet behind the scenes, plus a (3,3)-style incentive layer routing fees back into liquidity and holder distributions.

Client
top.fun
Duration
8 weeks (mobile MVP)
Team
5 engineers
Outcome
First purchase in one Apple Pay confirmation
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CASE N°04 · GAMING · ABSTRACT L2
1:1
token to character
Top 50
USDC leaderboard
5
scored activities
AI
resolved battles

A battle economy where the winner takes the loser's market cap

Bound bonding-curve Shard tokens 1:1 to AI Monsters built on an AI Town-derived simulation, shipped a Training Dojo that refines real battle decision-making, and implemented direct market-cap transfer between winner and loser.

Client
Monsters.fun (Abstract L2)
Duration
12 weeks (game prototype)
Team
6 engineers + 1 game designer
Outcome
Token value and game progression as one system
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CASE N°05 · SOLANA · LAUNCHPAD
5 wks
to mainnet
5k
concurrent users
40+
contract tests
0
open critical findings

Taking a Solana launchpad from devnet MVP to audited mainnet in five weeks

Completed the Anchor program with PDA escrow and automated DEX graduation, moved upgrade authority behind a Squads multisig, built multi-RPC failover and load-tested to 5,000 concurrent users, then drove third-party audit remediation to sign-off.

Client
Confidential Solana Launchpad
Duration
5 weeks + 30 days warranty
Team
7 engineers · 3 parallel tracks
Outcome
Audited mainnet launch · 5k concurrent users
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CASE N°06 · SOLANA · DEFI
42%
compute ↓
99.4%
landing rate
$180M
volume
0
critical findings

Re-architecting a Solana liquidity protocol for production scale

Rebuilt compute-heavy Anchor programs, integrated deterministic routing, hardened every authority boundary, and shipped a Yellowstone gRPC indexer for live protocol risk.

Client
Confidential Solana DeFi
Duration
20 weeks
Team
7 protocol engineers
Outcome
$180M volume · 99.4% landing rate
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CASE N°07 · FINTECH · REALTIME
8ms
p99 latency
4.2M
events/sec
6×
throughput
0
cutover downtime

Building a sub-millisecond trading engine on Rust + FPGA

Replaced a legacy Java matching engine with a Rust-based core and FPGA offload. Zero downtime cutover, 6× throughput, 40× tail latency improvement.

Client
Confidential HFT · Chicago
Duration
18 weeks
Team
6 engineers
Outcome
8ms p99 · 4.2M events/sec
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CASE N°08 · HEALTHCARE · AI
94%
triage accuracy
38%
ER wait ↓
42
hospitals live
SOC 2
+ HIPAA

A HIPAA-compliant triage assistant across 42 hospitals

Autonomous triage assistant reading structured and unstructured EMR data. FHIR-native, on-prem inference, formally audited against clinical baselines.

Client
European Hospital Group
Duration
26 weeks
Team
8 engineers + 2 clinicians
Outcome
94% triage accuracy · 38% ER wait reduction
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CASE N°09 · SAAS · SQUAD
10×
velocity
62%
infra spend ↓
41
features shipped
3
timezones

Embedding a 12-engineer squad for 10× shipping velocity

Full squad embed across SFO, LDN, SGP. Rebuilt the deploy pipeline, migrated to a service mesh, and shipped 41 major features while the client's core team focused on strategy.

Client
Series C Global SaaS
Duration
Ongoing · 14 months
Team
12 engineers, 3 timezones
Outcome
10× feature velocity · 62% infra spend ↓
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