
v0.7.0
LLM inference in C/C++. Contribute to ggml-org/llama.cpp development by creating an account on GitHub.
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LLM inference in C/C++. Contribute to ggml-org/llama.cpp development by creating an account on GitHub.
Karpathy's LLM wiki lets an agent maintain its own markdown notes. I ran one against octobrain memory on the same sources. Here's where each one wins.
I ran Playwright CLI, Playwright MCP and Chrome DevTools MCP on the same page. The snapshots came out nearly identical; the real cost sits elsewhere.
MCP vs CLI vs skills, measured on our own servers: 14 MCP tools cost 7,553 tokens before a prompt. When a shell command wins and when a server earns it.
We ran open weight models on real pull requests. GLM-5.3 Flash landed 19 of 20 fixes, same as Opus in Claude Code, for $1.64 instead of $41.34.
Choose an AI coding agent with repo-level tests for autonomy, context, verification, integrations, and cost. Judge working changes, not polished demos.
Octomind 0.57.0 quotes an earlier reply into your next prompt so you can answer it point by point. Plus verification, vision, and long-session fixes.
Connect your agent to real data with Postgres MCP: choose a server, configure credentials, register tools, and verify queries before adding write access.
Google ended consumer Gemini CLI access in 2026. Compare five Gemini CLI alternatives — Octomind, Antigravity, Goose, OpenCode, and Jules.
OpenRouter vs LiteLLM comes down to gateway fees, who operates the proxy, and where provider keys live. Compare the math, controls, and first config.
Continue.dev was discontinued after Cursor acquired it. Compare Octomind, Cline, OpenCode, Goose, and Cursor as realistic migration paths.
What is an AI token? AI tokens explained: how models split text, why code and language change counts, how to estimate a bill and count Claude tokens.
An AI workflow builder that drafts from plain words, dry-runs every step and saves nothing until you approve. Built around real n8n, Zapier and Make complaints.
ChatGPT Plus API access still means no API key or API credits. Octomind 0.56 adds Sign in with ChatGPT for eligible plan usage in its local CLI.
Roo Code shut down in May 2026. Compare Octomind, Roomote, Cline, OpenCode, and OpenHands as practical Roo Code alternatives for former users.
KV cache explained: what it stores, a per-model memory table from 8K to 128K context, and the Ollama, llama.cpp, LM Studio and vLLM settings that shrink it.
Stop babysitting permission prompts. What Claude Code --dangerously-skip-permissions and Codex --yolo really turn off, and the boundaries that make it safe.
Compare AWS Kiro with Octomind on spec-driven development, Kiro pricing and credits, models, persistent cloud machines, open source, channels, and routines.
Run a real coding agent on your own hardware in 2026 — no API keys, no code leaving your machine. The honest setup, including where local models still lose.
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