53ac314a15
- Fix: hook format updated to matcher+hooks[] structure (settings.json, learning-mode.md) - New guide sections: Cross-Model Review, Lightweight Role-Switch, Task Sizing (ultimate-guide.md) - Resource Eval: ManoMano Project Aegis — Serena MCP benchmark (3/5, ecosystem gap identified) - Resource Eval: Multi-Session Management Landscape (4/5) - Resource Eval: Ischenko workflow quality (2/5, marginal) - Version bump: 3.37.1 → 3.37.2 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
76 lines
3.8 KiB
Markdown
76 lines
3.8 KiB
Markdown
# Resource Evaluation: "You're probably using Claude Code wrong" - Alex Ischenko
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## Metadata
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| Field | Value |
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|-------|-------|
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| **Author** | Alex Ischenko |
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| **Role** | AI-Driven CTO, Top 100 Leaders @ CTO Craft |
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| **Published** | 2026-03-19 |
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| **Type** | LinkedIn Pulse article |
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| **URL** | https://www.linkedin.com/pulse/youre-probably-using-claude-code-wrong-i-too-until-shift-ischenko-bwdkf/ |
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| **Evaluated** | 2026-03-19 |
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| **Score** | 2/5 (Marginal) |
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| **Decision** | Do not integrate |
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## Summary
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LinkedIn article arguing that Claude Code quality is an engineering system question, not a model question. Proposes 7 workflow patterns for improving output quality, each with a full copy-paste prompt template:
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1. **Reality checks before implementation** - verify codebase assumptions before coding
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2. **Separate author/reviewer** - two-role pattern within same session
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3. **Project-aware reviews** - review with project context, not just diff
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4. **Requirements as mandatory artifact** - REQUIREMENTS.md before code
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5. **TDD workflow** - anchor behavior with tests first
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6. **Small task sizes** - reduce scope for better AI output
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7. **Human abstraction elevation** - move engineers to architecture/trade-off level
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Claims "20-30% quality improvement" from these workflow changes.
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## Scoring Rationale
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### Overlap with Guide (75-85%)
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| Pattern | Guide Coverage | Location |
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|---|---|---|
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| Reality checks | Partial | `exploration-workflow.md`, Plan Mode (L3717) |
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| Author/reviewer | Moderate | SE-CoVe (L13095), Scope-Focused Agents (L4410) |
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| Project-aware reviews | Partial | `code-review.md` (CLAUDE.md + REVIEW.md) |
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| Requirements artifact | Partial | `spec-first.md` (full workflow) |
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| TDD | Strong | `tdd-with-claude.md`, L19183-19320, skill template L7336 |
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| Small tasks | Scattered | `spec-first.md` L62-93, L1529, L1733 |
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| Human elevation | Thin | L17458, L15725, L3216 |
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### What's Unique
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The 7 copy-paste prompt templates are the only non-redundant element. These are practical formatting convenience but not structural insight. The guide's existing workflow files and skill templates serve the same purpose.
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### Credibility Assessment
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- No GitHub repo, no production artifact, no tooling behind the article
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- "20-30% quality improvement" has no methodology, no baseline, no control group
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- Compare to higher-scored resources: Cullen (shipped working slash command, 5/5), Chabaud (clonable repo, 3/5), Rusitschka (repo with working code, 4/5)
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### Accumulation Risk
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The guide already integrates Chabaud, Rusitschka, Cullen, and paddo.dev team tips covering adjacent workflow territory. Adding Ischenko without new substance dilutes the signal-to-noise ratio.
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## Identified Gaps (for future work, not from this resource)
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Two gaps surfaced during analysis that the guide could address independently:
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1. **Multi-model review pattern** (near zero coverage): deliberately using different models to review each other's work. Ischenko mentions it briefly but provides no template.
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2. **Consolidated task sizing section**: currently scattered across multiple files with no single reference point.
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## Fact-Check
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| Claim | Status | Notes |
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|---|---|---|
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| Author credentials | Unverifiable | CTO Craft exists, "Top 100" not independently verifiable |
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| "20-30% quality improvement" | Unfalsifiable | No methodology described |
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| Tool landscape (Claude Code, Cursor, etc.) | Verified | All exist as active tools |
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| LLM behavioral patterns (overconfidence, compound errors) | Verified | Well-documented in literature |
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## Decision
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**Do not integrate.** Solid engineering advice but the guide already covers these patterns through better-sourced, more detailed, and more production-grounded resources. The prompt templates could theoretically be extracted as addenda to existing workflow files, but this is low priority.
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