Table of Contents
Quick Answer
Claude 4.6 is the best AI for coding in 2026 — longer context, better multi-file reasoning, more honest about uncertainty. The best Claude prompts for coding load the full repo, state the constraint, and request a diff, not a rewrite.
- Use XML tags for file boundaries (
<file path="src/foo.ts">...</file>) - Ask for unified diffs — easier to apply, smaller output
- For architecture: "think through 3 options, then recommend one"
Prompt Examples
Next.js 15, TypeScript 5.5, Drizzle ORM, Postgres. Add an optimistic UI update to this component when the form submits. [paste] Return only the unified diff. Explain tradeoffs in 3 bullets.
I'm migrating from Prisma to Drizzle. Here is my schema.prisma: [paste]. Here is 1 Prisma query file: [paste]. Produce: (1) the equivalent Drizzle schema, (2) the equivalent query file, (3) a migration checklist, (4) risks I should know about.
Audit this 400-line React component for: re-render issues, useEffect bugs, stale closures, missing keys, accessibility. File: [paste]. For each issue: line number, severity (critical/medium/low), 1-sentence fix, and exact code change.
I need to add multi-tenancy to this Express app. Current code: [paste 3 relevant files]. Propose 3 architectures (row-level security, schema-per-tenant, database-per-tenant). Compare on complexity, cost, compliance. Recommend one with migration steps.
Here's a production stack trace that happens 50x/hour: [paste]. Here are the 3 files involved: [paste]. Identify the most likely root cause with confidence level (high/medium/low). Propose a logging change to confirm before shipping a fix.
Refactor this 2000-line service into hexagonal architecture (ports and adapters). Keep public API identical. Language: TypeScript. File: [paste]. Return: new folder structure, 5 key interface definitions, and 1 example migrated method.
Generate Vitest tests for this module targeting 95% branch coverage. Module: [paste]. Include: happy path, edge cases (null, empty, boundary), error paths, and 1 property-based test using @fast-check. Use Arrange/Act/Assert structure.
Port this Python service to Go. Constraints: same public HTTP API, same env vars, no new dependencies beyond stdlib + chi router + pgx. Python code: [paste]. Explain idiomatic Go differences as inline comments.
Review this Kubernetes manifest for security and best practices per 2026 CNCF guidelines: [paste]. Flag: missing resource limits, missing health probes, root user, missing NetworkPolicy, missing PodSecurityStandards. Return fixed manifest with comments.
How to Customize
- Paste package.json + tsconfig.json + .eslintrc at session start
- Use XML tags for multi-file prompts — Claude respects boundaries
- Request diffs, not whole files — saves tokens + easier review
- End every prompt with "if unsure, say so and ask me"
Common Mistakes
- Pasting one file when the bug spans three — give full context
- Asking for rewrites instead of diffs — noisy output
- Not stating runtime versions — Claude uses old APIs
- Ignoring the confidence level — Claude 4.6 is honest; listen to its hedges
Top Tools
| Tool | Strength | Free Tier | Best Use Case |
|---|---|---|---|
| Claude 4.6 | 1M context, multi-file | Yes | Whole-repo refactors |
| Cursor | In-editor, agent mode | Yes | Daily coding |
| Aider | Git-aware CLI | Free (BYO key) | Terminal devs |
| Windsurf | Agentic IDE | Yes | Autonomous tasks |
| Continue.dev | OSS Copilot | Yes | Self-hosted |
Conclusion
Claude 4.6 changed what "AI coding" means in 2026 — whole-repo awareness, honest uncertainty, better tradeoff reasoning. These 20 prompts cover the 80% of engineering work where Claude outperforms.
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