Why Burning Opus on Every Claude Code Turn Is the #1 Cost Mistake in AI Coding
I tracked my Claude Code spending for three months. The finding that changed everything: 60-70% of agent turns don't need a frontier model. File reads.
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I tracked my Claude Code spending for three months. The finding that changed everything: 60-70% of agent turns don't need a frontier model. File reads.
Picture this. Your app has been running fine for months. No crashes, no alarms, nothing that would make you lose sleep.
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The first time I let Claude Code take a serious auth change straight from prompt to patch, it changed nine files. Three of them were subtly wrong. The compiler was happy.
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BDFL is an open-source terminal supervisor for Codex, Claude Code, and Ollama sessions. Work with a planning agent, compare and approve versioned plans or individual sections of it, then let isolated worker agents implement the approved work while BDFL handles scheduling, checks, review, verific...
I built this on a day off - didn't want to get out of bed, and the laptop with all my agents was across the room. So I made them come to me. fleet runs a fleet of AI coding agents (Claude Code or Codex) from one Telegram supergroup - each agent in its own topic.
I built this because of the problem of source code being fully exposed when deploying shell scripts to client companies. Existing tools like shc (a shell script compiler) wrap shell scripts in C code and convert them into binaries. Because of this, using kernel-level monitoring tools like audit...
Database Migrations: Managing Schema Changes as Version-Controlled Code A practical guide to database migrations — the discipline of evolving a database schema through version-controlled, repeatable scripts rather than manual changes, covering migration tools (EF Core, Flyway, Liquibase, DbUp), s...
Geospatial code has an unusual failure mode: it can execute without errors, produce a clean-looking result, and still be methodologically wrong . This problem is becoming more important as AI coding agents generate complete GIS workflows from short natural-language instructions. The issue is no...
Tokyo’s campaign encouraging male workers to wear shorts to beat the heat is drawing sharp criticism—and highlighting a glaring double standard in workplace dress codes.
Imagi announced a $4. 5 million seed round, with investors including Brighteye Ventures, Day One Capital, and artist Wil. i.
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One of the biggest mistakes beginners make when learning Terraform is treating their local machine as the deployment server. A typical workflow looks like this: terraform init terraform plan terraform apply While this approach is perfectly fine for learning, it quickly becomes problematic when w...
A few weeks ago, MaxOS was just an idea sitting in my notes. Today, I finished designing the architecture that will power it. Ironically, I still haven't written much application code.
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