James @w3stmacc

@tobi >Advanced DSPy: GEPA Demonstrates -Self-reflective prompt improvement -Iterative optimization /w GEPA github.com/haasonsaas/dsp… > GEPA =DSPy’s reflective genetic optimizer that evolves prompts using trace feedback, often beating RL with 30× fewer rollouts. x.com/psincraian/sta…

Petru Rares @psincraian

2 days ago

@tobi >Advanced DSPy: GEPA Demonstrates -Self-reflective prompt improvement -Iterative optimization /w GEPA github.com/haasonsaas/dsp… > GEPA =DSPy’s reflective genetic optimizer that evolves prompts using trace feedback, often beating RL with 30× fewer rollouts. x.com/psincraian/sta…

3 7 180 9K 156

upload $100M offers book from @AlexHormozi to Claude before writing any script/ad thank me later

If you've seen my recent posts about how I use Claude Code for programming, you'll know that I have my trusty text editor (Sublime Text) open at all times to a text file containing useful snippets of text that I use to prompt Claude Code and Cursor in various ways to do different…

keyboard_arrow_left Previous keyboard_arrow_right Next

Parsing PDFs has slowly driven me insane over the last year. Here are 8 weird edge cases to show you why PDF parsing isn't an easy problem. 🧵

Token crisis: solved. ✅ We pre-trained diffusion language models (DLMs) vs. autoregressive (AR) models from scratch — up to 8B params, 480B tokens, 480 epochs. Findings: > DLMs beat AR when tokens are limited, with >3× data potential. > A 1B DLM trained on just 1B tokens…

Why’s it different? - It makes cross-context communication as simple as RPC-style function calls, that are fully typed - And you can pass and/or return Promises and Async Functions in between

Shu @shuding_

a month ago

Why’s it different? - It makes cross-context communication as simple as RPC-style function calls, that are fully typed - And you can pass and/or return Promises and Async Functions in between https://t.co/dMwdIFmL02

26 91 927 124K 526

@jeffreyhuber Any model, but you need to say "my friend has this idea and I'm trying to talk him out of it"

Cursor life hack. Start every new chat with the following prompt: "Do a deep-dive on the code and understand how [insert feature] works. Once you understand it, let me know, and I will provide the task I have for you." Reduces hallucinations by 10x

Every PM knows the classic documents: 1-pagers, PRDs, user story maps. But there are a ton of other kinds that can help radically clarify ideas. Here are 6 of my favorites + when and how to do them. Try them out to make better product decisions (and impress your boss).

oh boy get ready for your X feed to be full of influencers shilling fish audio's new S1 tts like it's the new dia only difference is it's actually good

What you really want is >start with a moodboard, not a text prompt (sets the tone, vibe, style) >Rapid screen/component variations (based on moodboard) >Save fav look -> becomes design system (curate your favorite variations, instantly turn it into a design system) >AI assisted…

Hot take: the entire interface around vibe coding is wrong They all collapse design, flow, and build into one linear chat, which actually makes no sense. They’re code first -> visual last then you fight the code when the idea shifts. the workflow really should be a visual…

Your PRD process shouldn’t take days. An engineer-turned-PM taught me a 30-minute workshop that changed everything. Most PMs build PRDs backward. This method flips the script and gets instant stakeholder buy-in. I'll break it down in 3 minutes. 🧠

so you scrape reddit for the pain points related to the thing you're building and then you have ai write 100 variations of pain point solution where your product is the hero and then you have open ai image api make 100 static image ads that are a 4 panel comic style that make…

STUPID SIMPLE things work. we dropped a few sassy weekend-check-in notifs in peek.money and BOOM - 3x'd retention from 10% to 28%. almost instantly 🤯

Sherry Jiang @SherryYanJiang

4 months ago

STUPID SIMPLE things work. we dropped a few sassy weekend-check-in notifs in peek.money and BOOM - 3x'd retention from 10% to 28%. almost instantly 🤯 https://t.co/3GwSg8Qowf

24 1 131 35K 37

Download Image

How to rank and get more traffic from ChatGPT (full guide) Why: - I get 6,000+ visits a month on my test site (+99% increase) - 80%+ of all LLM traffic is from ChatGPT (via @DataChaz) - LLM conversion rate is much higher than organic search (via @jeff_weinstein) How: 1/ Make…

vibe coding react apps today kinda sucks at scale, you cyclical data dependencies stringed across different stores, useEffects, hooks tech debt is so bad that it's impossible to add features or fix bugs

I’m calling it now. ChatGPT’s push towards AI assisted self-therapy and empathetic personalization is the greatest technological breakthrough in my lifetime (barring medicine). By that I mean it will create the most good in the world.

happens in periods of instability - covid followed by trump's tariff crap, job market, and even AI being perceived as a threat when there is no stability, people get defensive by nature and they tend to lash out more and withdraw empathy nervous system stuff

Herman Narula @HermanNarula

4 months ago

happens in periods of instability - covid followed by trump's tariff crap, job market, and even AI being perceived as a threat when there is no stability, people get defensive by nature and they tend to lash out more and withdraw empathy nervous system stuff

0 3 48 15K 1

new gemini 2.5 still sucks at using tools in cursor if not worse than before