이승태

full pattern breakdown + implementation: vibe4g.vercel.app/articles/enhan… #aidev #claudecode #tddworkflow

built-in stops don't slow dev. it's immediate course correction. keeps you focused, not firefighting.

claude code slipping out of control? evanflow's 5-cycle TDD brings it back on track. precision and control boosted, no more AI drift.

dive into the setup + why 31 isn't just a number: vibe4g.vercel.app/articles/how-c… #claudenexus #multiagent #aierrors

the real magic? bayesian trust. each agent is accountable. errors adjust trust scores, optimizing handoffs smarter over time

claude nexus's 31-agent hierarchy cuts workflow errors by letting specialized agents handle specific tasks. messed up handoff? blame the trust matrix, not the task

full breakdown of which skills to use and when: vibe4g.vercel.app/articles/boost… #vibecoding #claudeskills #agentdev

less friction means deploying updates without the usual pile of errors. actually focus on value.

claude skills cut repetitive task chains by half. no more prompt engineering grind, more time on actually building features that matter.

more on mac-cua + setup details: vibe4g.vercel.app/articles/mac-c… #macosautomation #aigents #vibecoding

had it running on my machine all week - zero issues. agents interact but leave my setup alone.

mac-cua on macOS skips the screen hijack - runs in the background while agents do their thing. makes MCP way more usable.