Md Nadeem

Founder, CoEdify | Production software and AI for fintech, payments, insurance, and B2B SaaS | Built devsko + revsko, live products | ex-Oracle

[Md Nadeem @mdnadeemai]

AI coding agents write tests that pass, raise coverage, and check nothing.

Our fix: break the code on purpose. If no test fails, a test is missing.

What it found, what it cost, and the rules our agents now follow: https://t.co/RITCADC7Ky

[Md Nadeem @mdnadeemai]

@volodmaryn The core idea is the language server of any programming language is capable of finding reference of any language object be it class, interface or functions..so just let the agent call it and rest will become deterministic.

[Md Nadeem @mdnadeemai]

Ask a coding agent who calls a function in our Go backend. It searches the text: 146 lines back, 3 real callers.

Our fix: let it ask gopls, the Go language server. It answers from the compiler. https://t.co/HyBxDq1VIu

[Md Nadeem @mdnadeemai]

@AFPuPu Yeah..

[Md Nadeem @mdnadeemai]

@asaridarr Try and let me know..

[Md Nadeem @mdnadeemai]

@automater_ai yeah it became very deterministic.

[Md Nadeem @mdnadeemai]

@Quantradin There was lot of review cycles back and forth between agents so I asked what the root cause then I simply said how the language editors does it why not use the same technique. It undestood. You just need to be little curious.

[Md Nadeem @mdnadeemai]

@iamvishal16_ios use the language server make it deterministic, your agent can just do it for yourself.

[Md Nadeem @mdnadeemai]

@asaridarr Most likely, because every language has this functionality, you just ask your agent to use the available langer server MCP or it will wrap it up the exe into your personal MCP which it will call.

[Md Nadeem @mdnadeemai]

@nj85c Nice ..

[Md Nadeem @mdnadeemai]

@deeponailabs That's a complition job and its easy to detect by existing tools.

[Md Nadeem @mdnadeemai]

@audiee_ai Because its just a text search, it find comments, reference and docs too.

[Md Nadeem @mdnadeemai]

@airuptwastaken Yeah it's deterministic as well as safe.

[Md Nadeem @mdnadeemai]

The trap that almost shipped: gopls only reads files whose build tags it has been told about. 173 of our files sit behind an `integration` tag. Without the tags, one method showed a single caller and silently left out the second.

[Md Nadeem @mdnadeemai]

@e1psre @firesidealpha let's see, world is moving extremely fast.

[Md Nadeem @mdnadeemai]

@elonmusk Unreal....but.....

[Md Nadeem @mdnadeemai]

Every software company is asking the same thing right now.

Will my product survive?

Nobody knows what tomorrow looks like. Including the people who say they do.

[Md Nadeem @mdnadeemai]

Linux. Python. C++. Git.

Finland. The Netherlands. Denmark. Finland.

Most of the AI you use runs on those four.

[Md Nadeem @mdnadeemai]

@cleanwithmike What about Robots for home use?

[Md Nadeem @mdnadeemai]

@JeffDean @AndrewDai Exciting, a lot more to come from you.