A new 22-chapter skeleton course on designing, building, and operating production AI agents has been released, designed to be read alongside an AI coding partner. The course focuses on architectural p…
A developer using Cursor AI for a racing game project was blocked after generating 750-800 lines of code when the AI refused to continue, citing the need for the developer to understand and maintain t…
Engineers from Anthropic and OpenAI are adopting 'loop engineering' for AI agents, replacing individual prompts with recurring orchestration loops that set goals, invoke agents, check outputs, and re-…
Independent hardware engineer Fabio Guzman introduced GateGPT, an open-source RTL implementation of microGPT synthesized onto a 16-year-old Xilinx Virtex-5 FPGA. Running at 80 MHz, GateGPT generates u…
Meta's LLMs have evolved from simple Transformer stacks to complex architectures with multiple attention variants, mixture-of-experts, and multimodal encoders, mirroring the complexity of recommendati…
Spec-Driven Development (SDD) has gone mainstream in 2026 as a disciplined counterweight to 'vibe coding,' making precise executable specifications the source of truth while treating code as a generat…
AI agents now generate code at ten times human speed, but the cost of verifying and maintaining that code has skyrocketed, leading to compounding technical debt. The industry is shifting from 'vibe co…
A developer built a groundedness-checking layer for a local RAG system to catch hallucinations, running on Ollama with an 8B model. The layer decomposes answers into claims and verifies each against s…
Noam Shazeer, co-author of the 'Attention Is All You Need' paper and former co-lead of Google's Gemini models, has joined OpenAI. Shazeer had only returned to Google in 2024 from Character.AI as part …
A product manager at a large B2B e-commerce platform applied Andrej Karpathy's LLM Wiki architecture to a professional CRM knowledge base, extending it with source reliability grading and a multi-file…
A developer's guide to 'vibe coding'—a methodology where developers describe intent rather than writing detailed specs—has been published, covering tooling, model selection, and context management. Th…
A developer released Microcrad, a reimplementation of Andrej Karpathy's Micrograd automatic differentiation engine in C, designed for educational purposes to demonstrate backpropagation on scalars. Th…
Andrej Karpathy released a 200-line pure-Python implementation of GPT on February 12, 2026, designed to help developers understand large language models from first principles. The microgpt project inc…
Andrej Karpathy stated in 2023 that language models do not know they are wrong, as they lack an internal uncertainty signal. A developer at Datawise argues that LLM errors are not hallucinations but r…
A developer implemented a full Transformer with KV cache on an FPGA, achieving over 56,000 tokens per second at only 80 MHz, without using a GPU or CPU. The design was created gate by gate as a custom…
The shift from vibe coding to agentic engineering marks a new phase where judgment, not code generation, becomes the competitive advantage. Incidents like the Tea dating platform breach and an AI agen…
Andrej Karpathy's open-source 'autoresearch' repo introduces a pattern for structuring AI-agent work that generalizes beyond machine learning. The pattern divides responsibility into a fixed evaluator…
A developer introduced DeepFork, a five-phase Claude Code skill that reverse-engineers open-source repositories to extract design intent rather than code. The tool uses an AST-based knowledge graph to…
Google Cloud released an open standard called the Open Knowledge Format (OKF) on June 12, 2026, to standardize how AI agents access and update contextual knowledge. The vendor-neutral format aims to s…
Stack Overflow announced an API-first knowledge exchange for agents, enabling them to read and write code to a shared corpus. This creates emergent distributed Ralph loops where agents iteratively imp…