Muse Wonder and Muse Code: Meta's new models, prices and scores
Meta's Muse Wonder and Muse Wonder Full: API price, Muse Code plans, context window and Meta's own coding scores, checked 13 Oct 2026.
Munder Difflin Blog7 min read
concepts
33 stories
Claude routines: what they are, triggers, cost and limits
Claude routines run a saved Claude Code prompt in the cloud on a schedule, an API call or a GitHub event. Plans, steps and limits, checked 12 Oct 2026.
Munder Difflin Blog6 min readClaude Managed Agents dynamic workflows: limits and cost
Dynamic workflows let a Claude Managed Agents agent write a program that runs many agents. How to turn them on, beta limits and cost, checked 11 Oct 2026.
Munder Difflin Blog6 min readClaude Haiku 5.5: price, benchmarks and where it fits
Claude Haiku 5.5 is Anthropic's new small model. Its tiered price, Anthropic's own scores and how to pick it in Claude Code, checked 8 Oct 2026.
Munder Difflin Blog7 min readGPT-6 in ChatGPT: who gets it, when, and Intelligent UI
GPT-6 with Intelligent UI in ChatGPT: Plus, Pro, Business and Enterprise from 7 Oct 2026, then Free and Go. Codex models are not changing in this release.
Munder Difflin Blog6 min readReflection AI Beam: the 501B open weight model, explained
Reflection AI Beam is a 501B parameter open weight model. Size, Reflection's own scores, licence and when you can get it, checked 6 Oct 2026.
Munder Difflin Blog6 min readOpenAI text watermarking: textGrain, who gets it, limits
OpenAI text watermarking (textGrain) is opt in for the API now and is coming to eligible ChatGPT and Codex text in the EU. Limits checked 6 Oct 2026.
Munder Difflin Blog7 min readGemini Spark: what it is, what it costs and who can get it
Gemini Spark is Google's personal AI agent in the Gemini app. Plans, US prices, countries, limits and how it compares with Grok Bot, checked 3 Oct 2026.
Munder Difflin Blog7 min readWhat Is Claude Cowork? Plans, Prices and How to Use It
Claude Cowork is Anthropic's agent for multi-step office work. Which plans include it, what it costs, where it runs and how to start, checked 3 Oct 2026.
Munder Difflin Blog7 min readHermes Agent: what it is, how to install it and what it costs
Hermes Agent is Nous Research's MIT licensed AI agent with memory, skills and chat channels. Install command, models, pricing and how it compares.
Munder Difflin Blog6 min readWhat is Pi agent? The open source coding agent harness, explained
Pi agent is Earendil's MIT licensed coding agent harness. What it is, how to install it, what Pi 1.0 and Pi Durable add, and how it compares.
Munder Difflin Blog7 min readWhat Is Codex? OpenAI's Coding Agent in the CLI, App and Cloud
What is Codex? OpenAI's coding agent runs in your terminal, the ChatGPT desktop app, your IDE and the cloud. Which plans include it, checked 2 Oct 2026.
Munder Difflin Blog6 min readWhat Is ChatGPT Dots? OpenAI's Always On Agents Explained
A ChatGPT dot is an always on agent with its own cloud computer. Needs Pro (from $100 a month) or Business Premium, not Plus. Not on Pro in the UK or EU.
Munder Difflin Blog7 min readWhat Is OpenCode? Install, Pricing and How It Compares
OpenCode is Anomaly's MIT licensed coding agent for the terminal. What it is, how to install it, what it costs, and how it compares with Claude Code and Codex.
Munder Difflin Blog7 min readAgent Memory with Engram: A Practical Guide
Learn how to use Engram effectively, from writing topic descriptions that control extraction to choosing bounded topics and scopes, selecting a retrieval mode, and placing memories in your prompt without hurting prompt-cache efficiency.
Weaviate15 min readIs Ollama Good for Coding? What Local Models Can and Can't Do
Ollama only runs the model, so the answer depends on which one you pull and your memory. What local models do well, where Claude wins, and a verdict.
Munder Difflin Blog7 min readHFresh: Memory-Efficient Vector Search
HFresh is Weaviate's disk-based vector index for memory-efficient vector search, combining low heap usage with incremental background maintenance.
Weaviate12 min readA Deep (and Fuzzy) Dive Into Search
Six years ago, when we first shipped fuzzy search (yes, without agents!), we wrote up the two algorithms
SereneDB Blog18 min read
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