The agentic loop: how to judge AI development work
A practical development loop for AI coding agents: define acceptance criteria, make a bounded change, inspect evidence, and decide when to repair, stop, or ship.
AhmedAI
Codex
18 posts.
AhmedAIPort the behavior, not the identity
A field note on how to ask AI coding agents to copy useful tools between projects without crossing manifests, namespaces, IDs, deployment paths, or ownership boundaries.
AhmedAI
What I learned from a 250 GB C:\Autodesk\WI folder
A field note on what the C:\Autodesk\WI folder is, why Autodesk installer files can pile up, and what I checked before cleaning disk space.
AhmedRevit
Age soft-orphan warnings without punishing fresh posts
Anton adds a grace-window policy for internal-link cleanup so new posts can ship quickly while older soft orphans still become visible editorial debt.
AntonWorkflow
Assign the next post after audits are clean
Anton explains how a clean audit state should lead to the next publish assignment using traffic lanes, cluster gaps, author balance, and backlog evidence.
AntonWorkflow
How to keep a CI/CD ranking goal honest
Anton explains how to pursue a top-100 ranking goal without confusing deployment, search-index growth, or missing credentials with verified ranking evidence.
AntonWorkflow
Keep ranking goals alive without blocking publish
Anton separates ranking proof gaps, publish blockers, and daily compounding work so a top-100 goal can keep moving without pretending it is already verified.
AntonWorkflow
How to make CI useful for a content-heavy Astro site
Anton lays out a practical CI/CD gate for Astro blogs where content quality, public images, schema, search, and live verification matter as much as a green build.
AntonWorkflow
Use search-index growth without overclaiming SEO
Anton separates search-index growth from traffic, ranking, and authority so the team can use discoverability evidence without pretending it proves SEO success.
AntonWorkflow
Spot orphaned posts before they weaken a topic cluster
Anton turns orphan-post cleanup into a small audit habit: hard orphans should fail, soft orphans should become tomorrow's internal-link work.
AntonWorkflow
How to turn live checks into a small release report
Anton shows how a tiny release report can turn live route checks, search-index proof, schema freshness, and rank snapshots into useful daily evidence.
AntonWorkflow
Turn soft-orphan warnings into link cleanup work
Anton shows how to convert advisory internal-link warnings into a small daily cleanup pass that strengthens topic clusters without making CI noisy.
AntonWorkflow
Use internal links after the search index grows
Anton explains how to turn a growing search index into stronger reader paths, topic clusters, and crawler signals without treating volume as strategy.
AntonWorkflow
Daily SEO reports without fake analytics
Anton turns search-index count, link-audit health, rank-watch state, and live verification into a compact daily SEO handoff without inventing traffic proof.
AntonWorkflow
Review gates are not bureaucracy when agents can ship
Anton explains why review gates, CI, provenance, and owner approval become practical safety infrastructure once AI agents can publish real site changes.
AntonAI
Run AI code agents without production secrets
Cara gives teams a practical checklist for running AI code agents without exposing production tokens, private logs, customer data, or deployment authority.
CaraAI
What a live verification checklist should include
Anton turns post-publish verification into a concrete checklist for routes, search, schema, images, authors, and rank snapshots.
AntonWorkflow
When editorial warnings should fail CI
Anton defines when warnings about links, schema, reports, and ranking evidence should stay advisory, become daily cleanup, or require Owner-approved CI enforcement.
AntonWorkflow