Coworker Blog
Product updates, engineering deep dives, original research and our point of view on giving AI the right context at the right cost.
Your AI starts from zero every session. OM2 is the organizational memory that learns continuously across your tools, so it stops re-reading and starts thinking.
In September, we shipped OM2, Code in beta, a new Analytics dashboard, and new connectors.
Coworker AI explains the Jira MCP server: what Atlassian's Rovo MCP Server can do, how to set it up in Claude, ChatGPT and Cursor, and its limits.
Coworker AI ranks 18 AI tools for product managers by job: feedback, roadmaps, analytics, specs, prototypes and meetings, with prices checked October 2026.
Coworker AI explains Linear MCP: the tools in Linear's official remote MCP server, its read-only options, and setup in Claude, ChatGPT and Cursor.
Coworker AI compares 9 Agentforce alternatives for 2026, including Copilot Studio, ServiceNow, Gemini, Sierra and Decagon, sorted by the job you need done.
Coworker AI compares 10 LiteLLM alternatives, from Bifrost and Portkey to Kong, Cloudflare and OpenRouter, with October 2026 pricing, licenses and hosting.
Coworker AI compares 9 MCP memory servers, from the reference server, Basic Memory and Mem0 to Graphiti, Zep and Cognee: local, hosted or company-wide.
Coworker AI's guide to AI cost optimization: where token and seat spend goes, 9 levers from model routing to prompt caching, and how to measure cost per task.
Coworker AI explains the context graph: a knowledge graph plus decision traces and time, how it differs from a knowledge graph, and how to build one.
Coworker AI explains the context layer: what it is, how it differs from a semantic layer, RAG and knowledge graphs, and how to build, buy or test one.
Coworker AI explains Glean MCP: the tools Glean's remote MCP server exposes, the AI clients it supports, how to set it up, and how it compares to Coworker MCP.
Coworker AI compares 14 Confluence alternatives on 2026 pricing: Notion, Slite, Slab, BookStack, SharePoint and more, plus the Data Center end-of-life dates.
The best MCP servers for Postgres, MongoDB, Snowflake, BigQuery and more, compared on read-only safety, hosting and who maintains them. Checked Sept 2026.
Coda is now Superhuman Docs. See 2026 pricing for Free, Pro, and Business, how Doc Maker billing works, and what real buyers pay per Vendr data.
Attio lists prices publicly, but live and third-party pages disagree. Here is what each plan actually costs and includes in 2026.
Bolt.new Pro is $25/month for 10M tokens. Here is how token billing works, what burns tokens fastest, and what an active builder really spends.
MCP tools explained both ways: the protocol primitive (name, description, input schema, tools/call) and the ecosystem of servers you connect.
Lovable is $25/mo Pro and $50/mo Business, both at 100 credits. Here is what burns credits fastest, what rolls over, and what a real shipping month costs.