10 min read
llama.cpp MoE Offload: --n-cpu-moe vs the New Expert Cache
llama.cpp now caches hot MoE experts on the GPU. In the PR author's RTX 5090 run, --cpu-moe plus --moe-cache-mib decoded 2.2x faster than --fit. When to use each flag.
Read more
Page 13 of 100
Read
Deep dives into AI agents, coding tools, and building with LLMs.
1190 articles844 topics
9 min read
OpenAI Decisions API vs Jev vs Clef: Price, Speed, Which to Pick
OpenAI Decisions API costs $0.10 per million input tokens, 2.4x Jev. Pick Jev for cheap text decisions, Clef-flash for speed, Decisions API for images.
Read more
10 min read
How to Run Kolibri Locally: GGUF, MLX and Hardware Picks
Kolibri 1 runs locally from 28.6 GB (Q2_K) to 83.1 GB (Q8_0). Which quant fits your RAM or Mac, measured speeds, and why Ollama cannot load it yet.
Read more
8 min read
Step 5 Preview: Pricing, Benchmarks and the October 15 Open Weights
Step 5 Preview is StepFun's 600B MoE with 27B active and a 1M window. What it scores, what a session costs, and what to check before the October 15 weights.
Read more
7 min read
Claude Max API Credits: $100 a Month, What They Cover
Claude Max and Team plans now include a monthly Claude API credit, starting at $100 on Max 5x. What it covers, what it does not, and how to claim it.
8 min read
Opus 5.5 vs Sonnet 5.5 vs Haiku 5.5: Which Claude Model to Use
Sonnet 5.5 is the default, Opus 5.5 is for open-ended long-horizon work, and Haiku 5.5 is for bounded steps and subagents. Prices, benchmarks, cost math.
7 min read
Google Gemini Agent: Coworker Agents With Their Own Email
Google's Gemini agent can create coworker agents with their own Workspace account, email and audit trail. What Google announced and what builders should copy.
7 min read
Melty Game Mashups: How Claude Code Builds Them
Melty is a free Windows launcher for AI-built game mashups. How the Claude Code and Codex workflow works, the open skill pack, and the modder backlash.
Read more
7 min read
OpenAI Math Repo: What the Lean Proofs Do and Don't Verify
OpenAI's math repo holds hundreds of model-written manuscripts, some with Lean proofs. What Lean verifies, what it misses, and the lesson for agent output.
Read more
9 min read
Claude Haiku 5.5: Pricing, Migration Changes, and When to Use It
Claude Haiku 5.5 pricing, the cliff above 100K-token prompts, the tokenizer catch, the migration steps from Haiku 4.5, and when to use it instead of Sonnet.
8 min read
Sign in with ChatGPT: Run Coding Agents on Your Plan (2026)
Sign in with ChatGPT lets coding agents spend your Plus or Pro plan allowance instead of an API key. How the OAuth flow works and the per-app cap to set first.
8 min read
Claude Code Mods: What They Are and How to Write One
Claude Code mods are plugins whose JavaScript handlers run inside Claude Code. What they do that hooks and skills cannot, a first mod, and the trust question.
Read more
Showing 145-156 of 1190 articles
Get new articles in your inbox
Deep dives on AI agents, coding tools, and building with LLMs - delivered weekly. No spam.
Free forever. Unsubscribe anytime.
Get Smarter About AI Dev
New tutorials, open-source projects, and deep dives on coding agents - delivered weekly.
One email per weekReal code, not theoryFree forever