Why Context Engineering Is AI's Real Bottleneck
Samira Barnes·3 months ago
AI — Page 21
Artificial intelligence, machine learning, LLMs, and AI tools transforming development.
AI. Samira Barnes3 months ago· 5 min read
Why Context Engineering Is AI's Real Bottleneck
AI models aren't the problem anymore—accessing the right data at the right time is. Here's how context engineering changes what's actually possible.
Claude Code vs Codex: Which AI Coding Tool Actually Ships?
Yuki Okonkwo·3 months ago
AI. Yuki Okonkwo3 months ago· 6 min read
Claude Code vs Codex: Which AI Coding Tool Actually Ships?
AI LABS tested Claude Opus 4.7 against GPT 5.5 across nine categories. The results reveal surprising tradeoffs between polish and efficiency.
AI's Subsidy Era Is Ending—And the Real Business Begins
Marcus Chen-Ramirez·3 months ago
AI. Marcus Chen-Ramirez3 months ago· 6 min read
AI's Subsidy Era Is Ending—And the Real Business Begins
Token scarcity is forcing AI companies to abandon flat pricing. What happens when the era of experimentation meets the reality of infrastructure economics?
The Coding Job Is Now Planning and Review—And Needs New Tools
Yuki Okonkwo·3 months ago
AI. Yuki Okonkwo3 months ago· 6 min read
The Coding Job Is Now Planning and Review—And Needs New Tools
Louis Knight-Webb argues software engineering is becoming plan-and-review work as AI coding agents mature. He's shutting down his startup to prove it.
Fallow: Cleaning Up After AI Coding Agents
Dev Kapoor·3 months ago
AI. Dev Kapoor3 months ago· 6 min read
Fallow: Cleaning Up After AI Coding Agents
Fallow promises to detect dead code, duplication, and complexity in AI-generated JavaScript. But who's actually responsible for code quality?
April's GitHub Trends Reveal AI Agent Cost Wars
Samira Barnes·3 months ago
AI. Samira Barnes3 months ago· 5 min read
April's GitHub Trends Reveal AI Agent Cost Wars
Developers are building open-source tools to reduce AI costs by 75%, escape vendor lock-in, and build agents that autonomously improve themselves.
Splitting One LLM Across Two Machines: Does It Actually Work?
Yuki Okonkwo·3 months ago
AI. Yuki Okonkwo3 months ago· 7 min read
Splitting One LLM Across Two Machines: Does It Actually Work?
Alex Ziskind tested disaggregated inference by combining a DGX Spark and Mac Studio to run LLMs. Here's what actually happened when theory met reality.
Open-Source AI Models Are Closing the Gap—and Cutting Prices
Marcus Chen-Ramirez·3 months ago
AI. Marcus Chen-Ramirez3 months ago· 6 min read
Open-Source AI Models Are Closing the Gap—and Cutting Prices
DeepSeek V4 and other open models now rival top AI systems at fraction of the cost. The implications for the industry are just starting to emerge.
FastEmbed and the Quiet Politics of Local AI Development
Samira Barnes·3 months ago
AI. Samira Barnes3 months ago· 6 min read
FastEmbed and the Quiet Politics of Local AI Development
FastEmbed's approach to local AI embeddings reveals regulatory tensions between accessibility and performance in the emerging AI infrastructure debate.
DeepSeek V4 Undercuts AI Giants While France Ditches Windows
Yuki Okonkwo·3 months ago
AI. Yuki Okonkwo3 months ago· 6 min read
DeepSeek V4 Undercuts AI Giants While France Ditches Windows
DeepSeek's V4 slashes AI inference costs by 90% as France commits to Linux migration. Plus: Ubuntu's local inference push and Linux drops 486 support.
Why AI Refactors Code Perfectly But Can't Count R's
Samira Barnes·3 months ago
AI. Samira Barnes3 months ago· 7 min read
Why AI Refactors Code Perfectly But Can't Count R's
Andrej Karpathy explains AI's 'jagged' capabilities: why models excel at coding but fail basic tasks. The answer reshapes how we build software.
Netflix's VOID AI Erases Actors—and Their Physics Impact
Yuki Okonkwo·3 months ago
AI. Yuki Okonkwo3 months ago· 6 min read
Netflix's VOID AI Erases Actors—and Their Physics Impact
Netflix's open-source VOID model doesn't just remove objects from video—it understands cause and effect. We tested it on iconic movie scenes.
Cursor Replaced 15,000 Lines of Code with 200 Lines of Markdown
Marcus Chen-Ramirez·3 months ago
AI. Marcus Chen-Ramirez3 months ago· 6 min read
Cursor Replaced 15,000 Lines of Code with 200 Lines of Markdown
How Cursor's David Gomes deleted a complex feature and rebuilt it with prompts—plus the very real problems that came with trusting models instead of code.
Why Your Company's AI Tool Keeps Failing You (And How to Fix It)
Yuki Okonkwo·3 months ago
AI. Yuki Okonkwo3 months ago· 8 min read
Why Your Company's AI Tool Keeps Failing You (And How to Fix It)
Corporate AI tools often can't do the actual work. Here's how to measure the gap and make a case for better tools without sounding like the problem.
AI Companies Are Running Out of Compute—and Money
Marcus Chen-Ramirez·3 months ago
AI. Marcus Chen-Ramirez3 months ago· 6 min read
AI Companies Are Running Out of Compute—and Money
As AI agents consume tokens at unprecedented rates, companies like Anthropic and GitHub are abandoning flat-fee pricing. The subsidy era is over.
When AI Writes Code, What's Left for Developers to Do?
Samira Barnes·3 months ago
AI. Samira Barnes3 months ago· 6 min read
When AI Writes Code, What's Left for Developers to Do?
ThePrimeagen spent 6 months questioning his value as a developer. His answer challenges assumptions about what matters in an AI-assisted world.
The AI Race Nobody's Winning: 15 Models in 8 Weeks
Marcus Chen-Ramirez·3 months ago
AI. Marcus Chen-Ramirez3 months ago· 6 min read
The AI Race Nobody's Winning: 15 Models in 8 Weeks
Google, OpenAI, and Anthropic release 15 AI models in two months. The real question isn't who's ahead—it's whether anyone can keep up.
Claude's Managed Agents Could Reshape AI Automation Market
Samira Barnes·3 months ago
AI. Samira Barnes3 months ago· 6 min read
Claude's Managed Agents Could Reshape AI Automation Market
Anthropic's managed agents paired with Composio are positioning themselves as enterprise alternatives to open-source AI workflow tools.
Elon Musk's Grok 5 Plan: AGI Claims Meet Reality Check
Yuki Okonkwo·3 months ago
AI. Yuki Okonkwo3 months ago· 7 min read
Elon Musk's Grok 5 Plan: AGI Claims Meet Reality Check
Elon Musk says Grok 5 will achieve AGI with 10 trillion parameters. Here's what that actually means—and what it doesn't.
When AI Agents Learn to Delegate: AutoResearch Goes Multi-Agent
Yuki Okonkwo·3 months ago
AI. Yuki Okonkwo3 months ago· 5 min read
When AI Agents Learn to Delegate: AutoResearch Goes Multi-Agent
A developer reimagined Andrej Karpathy's AutoResearch with specialized agent roles and open-source models. Here's what happened when AI learned teamwork.