🚨BUILDING YOUR NETWORK: If you lack a network, you can not complain. YOU NEED TO MAKE IT WORK. - Ask your network for intros - Cold emails - Build in public Connect with the right individuals to make this work.

🚨GPT‑5.2 Thinking sets a new state of the art of 55.6% on SWE-Bench Pro

🐞A 27s compilation tax on a basic Triton GELU kernel is a red flag for scale.🚩 We need 10x faster infra to accelerate AGI. Jukto AI, we fix entire compiler stack (JIT → SASS) to remove these silent time bombs. Ready to bring low-latency optimization to OpenAI OpenAI Developers

🔥Our parallel AI coding agent is seeing huge traffic among developers/students. I'm helping the GTM and Product team to scale and they are doing great. If you didn't able to check it, try it today. Link: devswarm.link/jahid

New data shows that zero solo-founded companies have failed due to co-founder conflict

ChatGPT new image generation feature is so good 😊 loving using it!

GPU Profiling for DeepSeek-V3 model on NVIDIA H800. Each chunk here contains 4 MoE layers, EP64, and TP1 with a sequence length of 4096 across 7 parallel GPUs.

How can anyone make music? This is what Suno is changing in the music industry. A great time to create or bet on a new category to build a successful startup.

Most people are stuck in tarpit ideas because they’re just iterating on what’s already popular. While the strong ideas are earned.

If you want to start writing essays but are intimidated by the idea, one possible solution is to write about specialized topics you happen to know a lot about. Then there will be less pressure. And if you're a domain expert, you know you'll be helping your readers.

A special moment to end the year on. I carry on with the same passion, commitment and hunger as always to reach my goals. Thank you to everyone who has supported me this year!

Building a company is 10% strategy and 90% unshakable will. You pivot, you survive, and you talk to customers until the world starts to look like your vision. Pivot. Survive. Win. 📈

Reduce Chaos. All you need is ClickUp in 2026.

BUILD THE WHOLE PRODUCT If you're a startup CEO, you should think deeply about what Frank Slootman says : "Build the Whole Product, or solve the Whole Problem as fast as you can". In 2026, the biggest winners will be companies who realize that fragmented experiences don't serve

2026, Opus 4.5+ is all you need. Year for builders, and lots of solo founders to build something amazing.

2026 lay off begins with Amazon That's a massive number to cut down white-collar jobs.

Breaking into healthcare is hard. 🏥 While humbled to receive this note from the President of Midwest’s leading hospitals, validating Optovance Labs "....Your work and research look amazing. Thank you for continuing to help our clinicians streamline their work!"

🚀GOOD NEWS: Thrilled to announce Optovance Labs has been selected as a finalist for the JPEC AI Services Challenge, sponsored by AWS & PREDICTif.