Merged timeline of 62 items — blog publish times and listing timestamps, cut at midnight . Page 2 of 2.
Thariq Shihipar on the Claude Code team distilled his prompting framework in one tweet: thin prompts, thick artifacts + context, thin skills. With ~82K views and a Garry Tan reply in the thread, here is what each layer means, when skills should stay small, and copy-paste examples you can use today.
Redis creator antirez argued that developers can become the bottleneck when they inspect every line produced by coding agents. Other experienced programmers pushed back. The useful conclusion is not “review everything” or “review nothing”: move scrutiny toward specifications, interfaces, invariants, tests, and the code paths where failure is expensive.
Anthropic has changed Claude's usage limits at least three times since August 2025: weekly caps, a temporary off-peak doubling, and a permanent doubling of Claude Code's 5-hour limits tied to a SpaceX compute deal. Here's the dated timeline so you know which limit you're actually hitting.
Google DeepMind's Gemma 4 31B hits 1,851 TPS on Cerebras — first multimodal model at wafer-scale speed. Haiku 4.5-class intelligence, 18× faster, public preview now.
After HN front-page hype, hands-on tests say Qwen 3.6 27B dense is the local sweet spot — better code than the 35B MoE, runnable at Q8 on 48GB RAM. Full llama.cpp + OpenCode config inside.
Token cost isn't just a billing concern — it's a context quality signal. This guide covers how to plan token budgets before deployment, allocate them across context components, and monitor per-task cost to find and fix context inefficiencies.
Slop was Merriam-Webster's Word of the Year 2025. Now it's 52% of new web content, it killed a 10-year-old Python open source cooperative, and it's forcing GitHub to build kill switches. The slopocalypse is not coming. It's here.
From SKILL.md to CLAUDE.md, a comprehensive guide to every type of markdown file used to configure, instruct, and extend AI agents in 2026. Includes file structure, best practices, and real-world examples.
CLAUDE.md is Claude Code's onboarding script—a markdown file that gives the model persistent memory about your project, eliminating the need to re-explain your stack, conventions, and preferences in every session.
The viral 2026 narrative is grounded in public numbers: benchmark gains from prompts, tools, and middleware—not a model swap. Here is what an agent harness is, who proved it, and how teams decide depth.
Social feeds show ambitious builders 'fully cooked' by mid-afternoon despite AI leverage. Token spend surges 13×, context switching exhausts cognition, and vibe-coded apps collapse under their own weight. Here is the paradox, the economics, and the escape hatch.
Define AI slop, see why volume is outpacing quality, and apply Generative Engine Optimization principles—clear sourcing, data, FAQs—to publish work humans and AI systems can actually trust.
