Prince Ali

Building AI products. Fractional CTO. Istanbul.

Stop prompting, start programming →

[Prince Ali @aliirz]

I spent 2 years in prompt hell. Then I found DSPy.

Now I write Python, not prompts. I have tests. I can swap models. Optimizers do the tuning.

I then wrote a guide on what I learned: https://t.co/vS14MGR9hu

[Prince Ali @aliirz]

Build own harness for acad. purposes to truly grasp how agentic coding works.

[Prince Ali @aliirz]

Wait whats that? https://t.co/MKem44dhNO supports light mode now!

[Prince Ali @aliirz]

Everytime I send something to someone via https://t.co/l07auYbW6p I feel like a Spy

[Prince Ali @aliirz]

@GabLesperance this is brilliant...i will probably write a similar chapter on https://t.co/vS14MGR9hu

[Prince Ali @aliirz]

live now a chapter on dspy.RLMs at https://t.co/vS14MGR9hu. This is what I've been cooking over the weekend.

[Prince Ali @aliirz]

i shipped a much needed fix to @Av1dlive's agentic-stack for the pi agent this was something that was really bothering me https://t.co/U5VL8WNbYf now agentic-stack works seamlessly with pi.

[Prince Ali @aliirz]

@Av1dlive while working with agentic-stack and pi coding agent i found a gap. I've documented it in an issue here https://t.co/7jceyaJac1 I will see if I can submit a PR this week

[Prince Ali @aliirz]

I am loving the philosophy behind @badlogicgames’s pi coding harness. I just made it build itself an extension to interact with linear and then help me groom some issues for an audio generation project I am working on. Beyond impressed.

[Prince Ali @aliirz]

@Av1dlive i noticed a few more gaps between the repo and the article. The ACTIVE_PLAN.md file in working memory, plus three skills (api-scaffold, test-writer, code-reviewer) that the article describes but the repo doesn't include. Is this on purpose?

[Prince Ali @aliirz]

found a bug in the claude code adapter. the PostToolUse hook calls memory_reflect.py claude-code post-tool ok with hardcoded strings, so every episodic entry has an empty reflection and the dream cycle never stages any candidates regardless of how many sessions you run. wrote a proper hook that reads the JSON stdin claude code actually sends, fixed the salience math too. PR coming shortly

[Prince Ali @aliirz]

my favorite thing in @CrimsonDesert_ is basking in the moonlight after whatever i just did to those bandits

[Prince Ali @aliirz]

@serialdotai code. vibes come after the tests pass

[Prince Ali @aliirz]

@Arron_TK @CrimsonDesert_

[Prince Ali @aliirz]

@lateinteraction I hate overly dramatic expressions like “then eveyone clapped” wtf even

[Prince Ali @aliirz]

Starting Monday with @badlogicgames “slow the fuck down” and totally get where he is coming from. We need to start using smarter harnesses and stop churning out slop.

[Prince Ali @aliirz]

@FerreusW @JaeGamez This will be my first fable game. Please tell me more.

[Prince Ali @aliirz]

@GermanStrands My backlog keeps growing. I need to finish crimson desert before picking up pragmata