Tag

#code-review

#accessibility
#adt
#agents
#aggregation
#ai
#ai-agents
#ai-architecture
#ai-tooling
#anorm
#anthropic
#anthropic-skills
#applicative
#appsec
#architecture
#artifacts
#attention
#automation
#banking
#batch
#bean-validation
#bert
#binding
#blackboard
#blame
#branching
#branding
#broadcasting
#buildcv
#building-in-public
#cake-pattern
#calibration
#case-classes
#cats-core
#causal-attention
#cgroups
#chatgpt
#chatgpt-sites
#ci
#ci-cd
#cka
#classpath
#claude
#claude-api
#claude-code
#claude-sdk-scala
#cli
#code-review
#codex
#collections
#concurrency
#configuration
#cosine-similarity
#cross-entropy
#csp
#data-modeling
#dataviz
#daybreak
#ddd
#deep-learning
#deepseek
#dependency-injection
#design-system
#design-systems
#developer-experience
#developer-tooling
#developer-tools
#devex
#devops
#dns
#docker
#domain-modeling
#dropout
#either
#email
#embabel
#embeddings
#enterprise-integration-patterns
#enumeratum
#eq
#error-handling
#evals
#events
#fable
#fail2ban
#fairness
#fastapi
#fastmail
#fine-tuning
#flyway
#focus
#foldmap
#for-comprehensions
#from-java-to-python
#frontend
#full-text-search
#functional-programming
#functor
#fundamentals
#gdpr
#gelu
#git
#github-actions
#goap
#gpt
#gradient-descent
#gradients
#grafana
#gsap
#guardrails
#guice
#haskell
#hibernate-validator
#honeypot
#hooks
#http
#human-in-the-loop
#hyperframes
#ideas
#identity-brokering
#image-generation
#implicit-classes
#implicits
#intellij
#java
#java-interop
#java-to-python
#jev
#jinja2
#junit
#jvm
#kafka
#keycloak
#kind
#knowledge-base
#kubernetes
#layer-normalization
#learning
#linkedin
#linux
#llm
#llm-agents
#llm-costs
#llms
#llms-from-scratch
#llms-txt
#loki
#loops
#lora
#machine-learning
#maths-for-llms
#maven
#mcp
#migration
#mockito
#modernization
#mods
#mongodb
#monoid
#multi-agent
#multi-head-attention
#networking
#nlp
#oauth
#oauth2
#observability
#oidc
#okf
#ollama
#openkb
#opentelemetry
#ops
#option
#opus
#opusplan
#otel
#outbox
#parking
#pattern-matching
#patterns
#patterns-for-engineers
#pentesting
#pgvector
#play
#play-framework
#playframework
#plugins
#positional-encoding
#postgres
#postgresql
#pretraining
#print-css
#privacy
#probability
#prompt-audit
#prompt-caching
#prompting
#prompt-injection
#pydantic
#python
#pytorch
#rag
#react
#refactoring
#relu
#resilience
#rocm
#sbt
#scala
#scalafmt
#scala-play
#scalatest
#sealed-trait
#search-console
#secrets
#security
#self-attention
#semigroup
#seo
#shipping
#skills
#softmax
#sonnet
#specs
#spring
#spring-ai
#spring-batch
#spring-boot
#spring-data
#spring-data-jdbc
#sse
#ssh
#state
#ste100
#subagents
#svg
#systemd
#technical-writing
#templating
#tempo
#tensors
#testing
#tokenization
#tooling
#tools
#traceql
#tracing
#traefik
#training-data
#traits
#transactions
#transformers
#tts
#type-classes
#typescript
#unsloth
#uv
#validation
#vectors
#video
#visualizations
#vite
#voice-cloning
#waitfor
#web-design
#webgpu
#web-speech-api
#workbench
#workflow
#workflows
#worktree
#wsl
#xss

Mapping Anthropic's code review stack onto my one-person repo

Anthropic's Claude Code team review agent-written code in layers. I mapped their stack onto CV Next: an independent Claude review on every PR, a verdict tied to a commit, and a /ship skill that waits for it. Plus what I left out, and what broke on the first run.

18 Oct 2026 · 7 min read ·123 views

#ci
#claude-code
#code-review
#github-actions

Working with Claude Code

Opus planned it, Sonnet built it, and the plan had the bugs

I ran a real feature through Claude Code's opusplan setting, then had Opus deep-review what Sonnet built. The two worst findings were lines in the plan I had approved.

18 Oct 2026 · 6 min read ·228 views

#claude-code
#code-review
#opus
#opusplan
#sonnet