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Octomind Cloud update: a search menu that finds any past message across every octo and conversation

Conversation Search Across Every Octo: Octomind Cloud Update

Octomind Cloud conversation search: search chat history from Cmd+K by exact words, typos or meaning. Also new: spend per octo, a $12 Pro trial and new models.

November 10, 2026 Don Karter Don Karter
Octomind and Codex CLI run the same coding task side by side on equal CPU cores, judged by the tests the maintainers merged.

Octomind vs Codex CLI: Same Solves, 25% Fewer Tokens Across 150 Runs

GOLD benchmark: Octomind and Codex CLI in 75 same-moment pairs on gpt-6.1-sol. Same solves, 25% fewer tokens, 0.87× the Codex cost, and the harness lesson.

November 10, 2026 Don Karter Don Karter
A Claude API pricing table beside a worked token-cost comparison

Claude API Pricing: Every Model and Real Task Cost

Claude API pricing per million tokens: Anthropic API cost for every current model, with cache and batch rates plus worked coding-turn costs, checked Nov 2026.

November 9, 2026 Don Karter Don Karter
Octomind 0.70.1: a purple octopus holding a short list of model providers and pointing at one

Pick Your Model Provider in One Screen: Octomind 0.70.1

Octomind 0.70.1 adds a setup screen for every supported LLM provider, compacts idle sessions when that saves money, and keeps the rules you state verbatim.

November 8, 2026 Don Karter Don Karter
A decision table compares Claude five-minute and one-hour cache TTLs with keepalive pings.

Claude Cache TTL: 5 Minutes vs 1 Hour, With Break-Even Math

Claude cache TTL: choose 5 minutes, 1 hour or keepalive pings by request gap, then verify billable fields. Anthropic prompt caching pricing checked Nov 2026.

November 6, 2026 Don Karter Don Karter
A diagram separates attention score memory from the persistent KV cache

Flash Attention: What It Saves, and What It Cannot Fix

Flash Attention explained: what VRAM it saves, what stays in the KV cache, and exact Ollama, llama.cpp, vLLM and PyTorch settings, checked October 2026.

November 5, 2026 Don Karter Don Karter
Router and worker sessions for a team coding agent, with event filters and permission boundaries

Super Agent AI: DeepSeek's Router vs Octomind

Super agent AI design: DeepSeek's router and workers as a coding agent architecture, what its test shows, and a docs-only Octomind setup.

November 4, 2026 Don Karter Don Karter
A terminal window comparing Claude Code subscription, API, and local model costs

Is Claude Code Free? Claude Code Pricing and Free Routes That Work

Is Claude Code free? Claude Code pricing: free to install, not on Claude Free. Compare Pro, Max, Ultra, API and local-model costs by usage; checked Nov 2026.

November 4, 2026 Don Karter Don Karter
A prompt test card with one instruction, six model columns, and a corrected wording example

Prompt Engineering for Different Models: Test What Each One Reads

Prompt engineering for different models: six models read our runtime rules differently; our October 2026 tests show the misreadings, fixes, and harness traps.

November 3, 2026 Don Karter Don Karter
Octomind 0.68.0: a purple octopus pointing at the one tool result its looping partner skipped

Supervisor Advice and Priced Cache Keepalive: Octomind 0.68.0

Octomind 0.68.0 lets the agent supervisor cite what a looping agent missed, prices cache keepalive pings per wait, and adds read-only WebSocket observers.

November 2, 2026 Don Karter Don Karter
A SKILL.md folder diagram compared across Claude Code, Codex, Claude apps and Octomind

Claude Skills Explained: How One SKILL.md Behaves in Claude Code, Codex and Octomind

Claude skills are portable folders, but paths and triggers differ. Compare Claude Code, Claude apps/API, Codex and Octomind skills, limits checked October 2026.

November 2, 2026 Don Karter Don Karter
The same implement, review and fix loop written three ways, as a Claude Code workflow script, a Codex shell loop and an Octomind TOML file, beside a chart of 25 real pull requests solved per agent setup

Claude Code Workflows vs Codex vs Octomind: Who Decides the Next Step?

Claude Code workflows are scripts Claude writes; Codex leaves orchestration to the model or codex exec; Octomind runs a TOML file you write. Checked Oct 2026.

November 1, 2026 Don Karter Don Karter