The problem with Java 8 → Java 21 migrations
If you're working on a Java 8 codebase — or trying to break into banking and legacy system roles — this article is for you. Every Java 8 codebase has the same problems. You know they exist, but finding and fixing them across 50,000 lines is slow:
doublefor monetary values → silent FX
precision loss in production- Unguarded
order.getCounterparty().getAccount(→ NPE in settlement
).getBalance()
synchronizedHashMap → race conditions under
concurrent trade load
Executors.newFixedThreadPool(200)→
bottleneck at peak volume- 60-line DTOs with manual equals/hashCode →
noise hiding domain logic
What I built
A two-skill Claude Code plugin that acts as a
Senior Java Architect:
Skill 1 — /java-modernization-review
Analyzes your Java file, saves a full report to
analysis.md, and stops.
You review it before any code is touched.
Skill 2 — /java-modernization-implement
Reads analysis.md, applies every change,
writes *Modern.java alongside
the original. Never overwrites your file.
The scoring system
Every review produces a Before/After score
across 9 dimensions (100 points total):
## Scoring breakdown (100 points total)
🔴 NPE prevention — 15 pts
🔴 Monetary precision (BigDecimal) — 15 pts
🔴 Thread safety — 15 pts
🟡 Streams & collections — 10 pts
🟡 Exception handling — 10 pts
🟡 Modern data carriers (Records) — 10 pts
🟡 Concurrency model (virtual threads) — 10 pts
🟡 Modern Java features — 10 pts
🟢 Financial domain rules — 5 pts
Real example: TradeProcessor.java
Legacy code the skill flagged as critical:
// C1 — NPE: any of these can be null
return order.getCounterparty().getAccount().getB
alance();
// C2 — Precision loss on every FX trade
double total = 0.0;
total += t.getAmount() * t.getFxRate();
// C2 — Precision loss on every FX trade
double total = 0.0;
total += t.getAmount() * t.getFxRate();
// C3 — Race condition on position updates
private HashMap<String, Double> positionMap = new HashMap<>();
public synchronized void updatePosition(String cp, double delta) {
Double current = positionMap.get(cp);
positionMap.put(cp, current == null ? delta : current + delta);
}
// C4 — Swallowed settlement failure
} catch (Exception e) {
// TODO: handle later
}
After /java-modernization-implement:
// C1 fixed — Optional chain, no NPE possible
public BigDecimal getCounterpartyBalance(Order order) {
return Optional.ofNullable(order)
.map(Order::getCounterparty)
.map(Counterparty::getAccount)
.map(Account::getBalance)
.orElseThrow(() -> new IllegalArgumentException("Account balance unavailable"));
}
// C2 + C3 fixed — BigDecimal stream + lock-free map
private final ConcurrentHashMap<String, BigDecimal> positionMap = new
ConcurrentHashMap<>();
public void updatePosition(String counterparty, BigDecimal delta) {
positionMap.merge(counterparty, delta, BigDecimal::add);
}
// Java 21 — virtual threads
private final ExecutorService executor = Executors.newVirtualThreadPerTaskExecutor();
Score: 3/100 → 95/100 (+92 points)
What it covers — every Java release from 9 to 21
- Priority 1 — Streams, Optional, method references
- Priority 2 — var, helpful NPE messages, built-in HTTP client (Java 9–11)
- Priority 3 — Records, sealed classes, pattern matching, text blocks (Java 12–16)
- Priority 4 — Virtual threads, structured concurrency, lock-free atomics (Java 17–21)
- Priority 5 — String templates, type inference improvements (Java 18–21)
- Priority 6 — Date→java.time, StringBuffer→StringBuilder, reactive→virtual threads
- Priority 7 — Module system (module-info.java)
Two-step workflow — review before any code changes
Step 1 — /java-modernization-review
→ Analyzes file
→ Saves analysis.md
→ Stops and waits for your approval
Step 2 — /java-modernization-implement
→ Reads analysis.md
→ Applies every change
→ Writes *Modern.java (original untouched)
→ Prints final score + delta
Install in Claude Code
- /plugin marketplace add Santoshrt999/Java-Claude-Skills
- /plugin install java-claude-skills@java-modernization-review
- /plugin install java-claude-skills@java-modernization-implement
- /reload-plugins
Full source code and the TradeProcessor example are in the repo:
👉
Claude Code skill: review and modernize legacy Java 8 code to Java 21 with AI. Generates a 1-100 score. Specialized for financial systems.
Java Claude Skills — Java 8 → Java 21 Modernization for Claude Code
AI-powered Java code modernization skill for
Again, if you're working on a Java 8 codebase — or trying to break into banking and legacy system roles — this repo is built for you.
The financial domain examples are intentional: trade processors, FX arithmetic, position maps, settlement logic. That's the code you'll actually face in banking interviews and on the job. Practice modernizing it here before you touch production.
Curious what scores you're seeing on your own codebases. Drop them in the comments.
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