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Building “Research Desk”: What I Learned Designing a Multi-Agent AI System
Or: how I stopped writing one giant prompt and started building a team of AI agents that actually talk to each other.Continue reading on Medium »
I Built a Free AI ATS Resume Checker — Here’s What I Learned About Modern Hiring
Every job seeker has experienced the same frustration.Continue reading on Medium »
Mid-Year Agentic SDLC Briefing: What’s Actually Working Across the Enterprise
Software delivery is being rewritten by systems that do not wait for a sprint planning meeting to start working.Continue reading on Medium »
Forget expensive sleepbuds. Buy this pillow instead
This “piercing pillow” also works great with earbuds you probably already own. Tech companies love to sell us expensive gadgets to solve all of life's little problems. Sleepbuds sold by the likes of Anker and Ozlo are a good example. These miniature marvels of engineering sit flush in the ear, and allow side-sleepers to doze off listening to podcasts, audiobooks, music, or white noise without annoying their partner. But why pay over $200 for a second pair of highly specialized buds when you can spend a fraction of that for a product that never needs charging, never loses its Bluetooth connection, and won't need replacing in a few years after the battery wears out? Piercing pillows, as the name suggests, promise pain … Read the full story at The Verge.
I built an AI that fills job applications. Here is everything it has to do to apply to ONE job.
I did not understand how bad the job application process had gotten until I had to teach a machine to survive it.Continue reading on Medium »
Hands-On SIGReg: Understanding Anti-Collapse Regularization with an Interactive Demo
Joint-Embedding Predictive Architectures (JEPAs) and World Models are powerful frameworks for self-supervised learning. However, they Continue reading on Medium »
UK AISI / Caisi Preliminary Assessment of Kimi K3's Cyber Capabilities
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Top 7 Text-to-GIF AI Tools You Should Try in 2026
You don t need a design degree to make a good GIF anymore. Between AI generators that build a loop from a single sentence and free browser Continue reading on Medium »
Code Archaeology with AI Agents
Revisiting a 2011 master s thesis, an eight-year-old NAS project, and the code fragments that survived with AI agents as collaborators.Continue reading on Medium »
I built an AI agent that can actually see itself — and honestly, it was messier than I expected.
Most AI agents are black boxes. You send a message, something happens, and you get a response. But what happened? Which tool actually ran Continue reading on Medium »
Nobody Explained Computer Vision Vocabulary to You — They Just Assumed You’d Absorb It
Why Backbone, Embedding, and Prior Feel Like a Foreign Language Even After Years in the FieldContinue reading on Medium »
I tried out OpenAI’s new AI keypad — which will be fun for some coders and slightly mystifying to everyone else
OpenAI's fancy new AI keypad will be a lot of fun for some, while many others are probably not going to touch it.