Jonescodes

[Thariq @trq212]

https://t.co/R6exTuF7P8

[Jonescodes @CodeWJones]

Claude code on mobile combined with unit tests in GitHub actions allows me to do code and validate on the go which is a fun concept.

[Jonescodes @CodeWJones]

Synchronized systems convert node reliability from an additive property to a multiplicative one. Multiplication of probabilities below 1.0 converges toward zero as you scale.
Your 99.9% reliable node becomes a 63% failure rate across 1000 GPUs. Every hour

[Jonescodes @CodeWJones]

https://t.co/0pV7vAjqRv

[Jonescodes @CodeWJones]

@saen_dev Nice where are you defining tool descriptions in this case?

[Jonescodes @CodeWJones]

Nobody talks about the brittlest part of the MCP ecosystem:

Your tool works perfectly. Your server is solid. But getting Claude to actually *use* it consistently across sessions? It falls apart.

The current pattern is basically: drop a skill file, cross your fingers. 🧵

#claudecode #coding #mcp #agents

[Jonescodes @CodeWJones]

https://t.co/Ir8tjpmfet

[Jonescodes @CodeWJones]

@James_paul_dev i usually am just reviewing primarily for drifting from the technical plan. If there is an error or we go off course I have the agent fix it. Small tweaks i might do by hand

[Jonescodes @CodeWJones]

@paradite_ That is tough. What are you doing for code review?

[Jonescodes @CodeWJones]

@vchennai2 I’ve working on https://t.co/3hYBaMS8yh to help solve this. Started as an mcp tool for local diff review via npm. Now I’m leaning into gh pr review with repo context

[Jonescodes @CodeWJones]

@dopabees I build projects to support my other projects lol

[Jonescodes @CodeWJones]

@asmah2107 Have you tried any agentic code review tools?

[Jonescodes @CodeWJones]

@sickdotdev What are we building?

[Jonescodes @CodeWJones]

@svpino Same

[Jonescodes @CodeWJones]

@trq212

[Jonescodes @CodeWJones]

@nicbstme Claude max is 100/month when I check. Is there more detail explaining why you claim 200?

[Jonescodes @CodeWJones]

@bcherny @bcherny i will be excited to try this! Could you share your strategy for validating changes before deploying to production when moving so fast?

[Jonescodes @CodeWJones]

New pivot for diffprism - code review has moved to Github, provides repo context, and is manually triggered with a PR comment. #diffprism #opus4.6 #codex #codereview

[Jonescodes @CodeWJones]

Solving the multiple session memory issue seems to be a common problem people are solving for when using Claude and cursor. If you are working on this problem let’s connect! #claude #codex #cursor

[Jonescodes @CodeWJones]

@ThoughtfulTechy How are you doing code review?

[Jonescodes @CodeWJones]

@benvspak https://t.co/3hYBaMRAIJ code review for agents! What are you building?