workflow
26 articles
Fable Field Guide: Find Your Unknowns Before You Start Coding
Anthropic engineer trq212 shares his methodology for coding with Claude Fable 5: the bottleneck isn't model capability anymore—it's whether users can surface their 'unknowns' before, during, and after implementation. Includes prompt examples plus HTML artifacts for visualizing blind spots and plans.
Four-Model Squad: A Claude Code Setup That Makes Fable the Tech Lead
Fable 5 as the commander, Opus as the deep thinker, Sonnet as the grunt worker, Codex as the parallel-universe senior engineer — a multi-model orchestration setup inside Claude Code that reserves the most expensive brain for the most critical decisions.
One Human, One AI, and a Whole Fleet Underneath: This Org Chart Shows How to Split Work and Money Across Models
Kun Chen mapped his daily agent fleet: one "firstmate" managing persistent "secondmates," which spin up disposable "crewmates" per task. Each crewmate gets routed to whichever model is the best deal for the job. gu-log runs its own translation pipeline on the exact same logic.
Run Your Coding Agent Like a Steam Engine: Operating Agents on Large Projects
Most coding-agent best practices from six months ago are now out of date. The new playbook: bigger tasks, longer sessions, and adversarial review so the agent verifies its own work — the engineer just shovels coal into the engine.
Your Phone Is Not a Tiny Terminal — It Is the Agent Control Center
Dimillian (an iOS dev now at OpenAI) wrote a field guide for Codex Mobile. The part worth keeping is a mental model that holds across tools: your phone is not a shrunken terminal, it is the control center that keeps you making decisions while the agent does the work.
AI Is Eating the Junior Dev's Day Job. Matt Pocock's Fix Is a Folder.
Matt Pocock's senior-programmer recipe sounds like a joke: install /teach, make a folder, paste a prompt. Underneath is a sharp point: AI is eating tactical coding, so strategic learning now needs durable folders that remember progress.
The Real Steering Wheel in Claude Code Is Not the Prompt. It Is Understanding What Just Happened
Thariq shared a prompt from Suzanne at Anthropic: do not just let the agent finish the work; make it verify that the human understands the problem, the solution, the edge cases, and the impact. This is not a teaching fetish. It is about control in the age of agentic coding.
Do Not Let Codex Teach You: Turn AI Into a Learning Coach in 5 Steps
When learning a new tool with Codex, the worst move is asking it to give you a lecture. A better pattern is to ask it for an entry point, a rough map, a tiny exercise, a teach-back check, and breadcrumbs for next time.
Let Agents Dream: Weekly Maintenance That Turns Repeated Work Into Skills
Vaibhav Srivastav's Codex prompt is interesting because it describes an agent maintenance loop: look back at recent work, find repeated workflows, and package only high-confidence patterns into Skills, automations, or subagents. It is agent dreaming: turning busy work into capability.
Codex Goal Mode Isn't Magic: Loops Need a Finish Line, Tests, and Memory
Codex `/goal` is not a wish machine. Chris Hayduk's real point is engineering discipline: give the agent a measurable finish line, a fast feedback loop, and Markdown files that work as long-term memory.
Opus 4.7 Migration, Part II: Shorter Prompts, Thicker CLAUDE.md — Pawel Huryn's Six Intent-First Moves
SP-175 covered Opus 4.7 hard specs. This is the workflow layer. Pawel Huryn argues intent is the new unlock. Two-layer CLAUDE.md, per-call effort toggle, batch questions, show-don't-forbid, kill stale scaffolding, review plans not diffs — plus Anthropic/OpenAI converging.
Your 'AI-First' Is Probably Fake: How a 25-Person Agent Company Tore Down and Rebuilt Its Engineering Pipeline
A 25-person agent platform tore down its engineering pipeline and rebuilt it around one idea: agents are the primary builders. Result: 3-8 prod deploys a day, bad features killed same-day, six-week cycles now land in hours. Harness engineering, applied.
Ghostty + Claude Code: Taming Multi-Panel Terminal Workflows with the SAND Mnemonic
Daniel San moved from VSCode to Ghostty, then invented a four-letter mnemonic (SAND = Split / Across / Navigate / Destroy) to burn Ghostty's panel shortcuts into muscle memory. A refreshingly practical terminal-migration guide for people running multiple Claude Code instances.
Claude Code Is Not Just for Writing Code — Six Non-Coding Patterns Worth Stealing
rodspeed lays out six ways to use Claude Code as general automation, not just a code editor: fresh eyes, meta-skills, freshness-aware search, conversation harvests, structured memory, and handoffs. The deeper pattern is read, filter, decide, present.
Anatomy of the .claude/ Folder — Where Your AI Assistant's Brain Lives
Why does Claude perform great in one repo and turn dumb in the next? The answer is the .claude/ folder. Akshay breaks down the full structure: three-level CLAUDE.md, custom commands, agents, permissions, and the global ~/.claude/ you probably didn't know existed.
Stop Managing Agents, Start Managing Work: Symphony's Open-Source Workflow
@daniel_mac8 shares an open-source Elixir implementation: create a Linear issue and move it to 'in progress,' and Symphony picks it up in a dedicated Codex workspace. Codex even writes status updates back. The author argues this is software development moving up an abstraction layer.
Claude Native Law Firm: How One Lawyer Used AI to Outperform 100-Person Firms
A two-person boutique law firm uses Claude to handle the workload of over a dozen associates, from contract review to legal research. Ten years of practice knowledge became Claude Skills, and general-purpose AI outperformed legal vertical tools.
Matt Pocock: I've Stopped Reading AI Plans — Because the Conversation IS the Plan
TypeScript guru Matt Pocock: Stop reading AI plans! The real signal is pre-plan conversation quality. If you and AI share mental models, the plan is just a compressed understanding, echoing Brooks' 'design concept' from The Mythical Man-Month.
Automatic Discipline: How One Developer Uses an AI Agent to Stay Productive Without Willpower
Software engineer Zakk created an 'automatic discipline' productivity system using his OpenClaw agent and LogSeq. It automates overnight reports, 4:30 PM check-ins, and weekly/monthly reviews. The system runs itself, removing the need for willpower. Full templates included.
Mitchell Hashimoto's AI Adoption Journey — 6 Steps from Skeptic to 'No Way I Can Go Back'
HashiCorp co-founder Mitchell shares his 6-step journey from AI skeptic to 'can't go back' — drop the chatbot, reproduce your work with agents, and end-of-day agent sessions
Agent Trainer's Advanced Guide: Building an Efficient OpenClaw Workflow with Discord
Why WhatsApp is a no-go, Telegram is for chatting, and Discord is for 'work'. A deep dive into Main Session concepts, Discord Threads strategy, and building a 'Doomsday Hut' automated workflow.
Building a Sustainable AI Workflow with Claude Code
The key to going from 'AI user' to 'AI master': turn fragmented AI usage into a systematic workflow. Build a complete system with Claude Code for memory, content reuse, and methodology accumulation.
Designers Are Using Claude Code Now — What This Means for Engineers
ADPList founder Felix Lee wrote a Claude Code guide for designers, promoting 'Vibe Coding'. As a Claude Code power user, I analyze what this means for engineers and tech leads: designers' description skills are actually an advantage, but there's still a gap between vibe code and production code.
Claude Code Creator Boris Reveals His Workflow — 5 Parallel Sessions, 100% AI-Written Code
Boris Cherny shows how he uses Claude Code to build Claude Code itself — 5 parallel terminals, all Opus 4.5, shipping 27 PRs per day
Let Your AI Code While You Sleep — Ralph Loops Upgrade Guide
Turn your Clawdbot into a fully automated builder. Key point: it works while you sleep. 73 iterations, 6 hours runtime, human time investment: 5 minutes. The solution isn't a stronger model — it's a smarter loop.
Vibe Note-Taking 101: Spatial Editing
Editing long documents with Claude Code is usually painful. Instead of bringing text to Claude, leave instructions where they belong. Use curly braces to mark your thoughts and edit instructions — each annotation applies to its surrounding text. Position IS Context.