Writing
Articles on Dev.to and essays on Substack, newest first. The Japanese originals, on Zenn and note, are on the Japanese page.
2026
- When Consciousness Fully Stops, How Does the Mind Return?Substack
- Can You Tell an Eval from a Review?Dev.to
- Whoa… My Claude Code Skill Descriptions Are Way Too Long…?!Dev.to
- Is a README for Humans or for LLMs?Dev.to
- Turning Claude Code into a Writing Harness with Claude Mods and an Output StyleDev.to
- "Is There Any Point to This?" Removing the Jev Plugins I Added to Claude Code After One WeekDev.to
- Why Does AI Writing Feel Like It's Floating?Substack
- Before Adding a Jev-Type Judgment Model, Read Your Generation Model's ProbabilitiesDev.to
- Moving My Research Pipeline's Judgment Calls from an LLM to Jev, a Judgment-Only ModelDev.to
- What Does It Take to Reproduce Jev's Decisions Locally?Dev.to
- I Added Jev's Skill Router to Claude Code and Turned Back Just Before Rewriting the Skill ListingDev.to
- How Close to Opus Does Jev, a Model That Writes No Text, Get at Skill Selection in 0.3 Seconds?Dev.to
- I Made the Top Model My Session Default, and One Heavy Implementation Plus Its Review Burned Through Fable's Usage LimitDev.to
- People Inside the Business Don't Call It a 'Domain'Dev.to
- Why an 11-Second Burst Never Showed Up in the Log That Gets Read Every WeekDev.to
- I Deleted the LLM-Facing Architecture Docs I Had Committed 159 Times in 3 Months: Structure Goes to LSP, Reasons to ADRs, Diagrams to HumansDev.to
- I Asked AI to Diagnose My Knowledge Blind Spots — 15 Days of Deadlock Moved in 85 MinutesDev.to
- My Dead-Code Scan Returned Zero, Then I Deleted 2,063 Lines: Detectors Measure References, Not ConsumptionDev.to
- After Cutting My AI Reviews, I Put a Complexity Ceiling in RuffDev.to
- I Cut My AI Review Chain From 6 Stages to 1: Breaking the Loop That Never Hits Zero FindingsDev.to
- My KPIs Improved. I Deleted My Homegrown LLM Judge AnywayDev.to
- Two Drafts Passed Every Eval and Both Were Hollow. Attach the Raw Transcript to the Ledger You Hand Your AIDev.to
- I Handed 41 Tasks to an AI Loop. The Bottleneck Was Judgment, Not CodeDev.to
- AI Review Kept Creating Work: Why I Deleted 4,541 LinesDev.to
- Can Six-Month-Old AI Code Survive Today's Review? A 25-Bug TriageDev.to
- After I Ran Out of Things to Ask AI, One Desire RemainedSubstack
- Claude Code's Memory Has No Vectors — Try ADRs Before Memory RAGDev.to
- On Embodiment in the Age of AISubstack
- Give Claude Code a Second HarnessDev.to
- Banned from Wikidata Overnight — I Believed Every Edit Was Compliant, but All 109 Items Were Deleted as PromotionDev.to
- What Humans Should Approve Is Intent, Not the Diff — A Decision Table for Agent Approval GatesDev.to
- claude-security Beta: Cost, Output, Accuracy — 189 Agents, 2 Hours, MeasuredDev.to
- Opus 5 Changed How Rules Should Be Written — Audit YoursDev.to
- herdr, a tmux for AI Agents — Until the Editor DisappearedDev.to
- What Do My AI Agent's Logs Look Like in OpenTelemetry?Dev.to
- Fault Injection TDD Found 3 Silent Failures in My LLM AgentDev.to
- LLM-as-Judge Shouldn't Aggregate Scores: Binary Checks as Evidence, One Holistic VerdictDev.to
- Building an Autonomous Agent on an M1 Mac, by ChoiceDev.to
- Why Did My Agent Decide That? 3 Observability PatternsDev.to
- Claude Code from iPhone: Plugging 3 Holes in Remote ControlDev.to
- Linters Can't Measure a Non-Code Asset's Value — I Built an LLM Stocktake for ItDev.to
- I Built a Skill for Easy Codex Reviews from Claude CodeDev.to
- You Got It Right — But You Didn't Know ItSubstack
- When Consciousness Fully Stops, How Does the Mind Return?Substack
- Where Does the Accountability Externalized by AI Go?Substack
- Is ReAct Needed in Production? — Separating Design and Operation PhasesDev.to
- (3) The LLM Workflow Quadrant Is Missing from Our VocabularyDev.to
- Where ReAct Agents Are Actually Needed in BusinessDev.to
- Organic Growth and Content Integrity in an AI Writing TeamDev.to
- Building Zed as an Observation Window for Claude Code — Japanese Typography with IBM PlexDev.to
- AI Agent Black Boxes Have Two Layers — Technical Limits and Business IncentivesDev.to
- Can You Trace the Cause After an Incident?Dev.to
- Freedom and Constraints of Autonomous Agents — Self-Modification, Trust Boundaries, and Emergent GameplayDev.to
- Porting Game Dev Memory Management to AI Agent Memory DistillationDev.to
- Where to Put a Coding Agent's Knowledge — and How to Make It StickDev.to
- The Install and Hope Problem with MCP ToolsDev.to
- My Agent's Memory Broke — A Day Wrestling a 9B ModelDev.to
- Not Reasoning, Not Tools — What If the Essence of AI Agents Is Memory?Dev.to
- Natural Language as Architecture — Controlling an Autonomous Agent with Prompts, Memory, and Fail-Safe DesignDev.to
- Prompt-Based Alignment Has a Ceiling — 3-Model Prisoner's Dilemma EvidenceDev.to
- I Built an AI Agent from Scratch Because Frameworks Are the VulnerabilityDev.to
- I Made a Paper I Don't Understand Run in the Browser — Active Inference × Claude CodeDev.to
- Obsidian's Official CLI Is Here — No More Hacking Your Vault from the Back DoorDev.to
- Stop Using Default Settings — 10 Claude Code Configs That Actually WorkDev.to
- I Found the Shortest Route to Ship My Claude Code Skills to 57,000 DevelopersDev.to
- I Gave Claude Code a Simulator and It Started Tapping and Taking Screenshots on Its OwnDev.to
- Kimi Wrote 8,500 Lines, Blamed Me for Delegating, Then Claimed to Be ClaudeDev.to
- Embedding Memory into Claude Code: From Session Loss to Persistent ContextDev.to
- Kimi Killed 4 of Claude's Best Ideas — An AI Peer Review in PracticeDev.to
- I Had Gemini Explain Its Own Deep Research — Half Was Self-JustificationDev.to
- Offloading AI's Weak Spots to Shell Scripts — Designing, Building, and Publishing a Skill Audit CommandDev.to
- Building a Claude Code × Kimi K2.5 Hybrid Environment: Opus Designs, K2.5 ImplementsDev.to
- The Real Power of Claude Code Isn't Code Generation — It's Autonomous Context OrchestrationDev.to
- Before and After Alignment — I Typed 'Hello' Into a Base Model and Got an Anime ReviewDev.to
- What I Learned from Breaking My AI Pipeline for Two Days StraightDev.to
- I Tried an Opus Orchestrator and Killed It — The ROI of Multi-Agent SystemsDev.to
- Zero Python Code: How I Built a Daily AI Research Report SystemDev.to
- 15 Days of Skill Sprawl in Claude Code — Lessons from 3 AuditsDev.to
- Running Claude Code from iPhone via SSH + tmuxDev.to
- Cursor to Zed: Disabling Built-in AI for a CLI-First SetupDev.to
- The Day I Told Claude Code 'You ARE the LLM'Dev.to
- Never Trust LLM Output — 6 Defenses from Building a PDF-to-Anki CLIDev.to
- A Beginner's First 10 Days of Real Development with ECCDev.to