42 min readAI
AI Cost per Task (2026): What AI Work Really Costs to Run
Cost per task is what AI work really costs. The formula, the hidden multipliers, a 20-task test to measure your own, and a dated real-world case study.
30 min readAI
A Year of AI Agent Memory Experiments: Four Negative Results (2026)
We spent a year teaching an AI agent to remember. The headline feature returned null on 31 of 31 calls. What failed, why, and the two things that worked.
45 min readAI
What Is GPT? GPT vs LLM vs ChatGPT, and Why Models Come in Tiers (2026)
GPT means generative pre-trained transformer. How GPT differs from an LLM and ChatGPT, how it writes and learns, why models ship in tiers, and where GPT-6 fits.
15 min readProduct Updates
Clients, Projects, Teams: Your Workspace, Now an App (September 2026)
One prompt turns the clients, projects, and team you already run in Taskade into your own app: a client portal, a project tracker, and team views.
26 min readAI
Agent Handoff Explained: The Narrow Channel Between AI Agents (2026)
Multi-agent systems fail at the seams, not inside the agents. What a handoff carries, the five ways it breaks, and how to measure whether yours works.
34 min readAI
The Complete Connectome Explained: What a Finished Brain Map Tells Us About AI Agents (2026)
Scientists have now mapped an entire animal nervous system, neuron by neuron. What the map shows, what it cannot show, and why AI builders should care about it.
41 min readAI
RL Environments Explained: How AI Labs Now Train Models on Real Work (2026)
RL environments are where AI models now learn real work: what they are, why labs pay thousands per task, how verifiable rewards work, and what it means for you.
22 min readAI
Which AI App Builder Remembers Why? 10 Tools Compared for Month Six (2026)
We checked 10 AI app builders for one thing: does it keep a record of why your app is shaped that way? None does. Here is what each one actually ships.
47 min readAI
The TSK-1 Methodology: How We Benchmark AI Models by Building Real Apps (2026)
The full TSK-1 method: frozen requests, one to three builds per model per test, a customer-style check of every saved field, four graded qualities, and what we never publish.
12 min readProduct Updates
Paste Your Website, Clone an App Kit, Launch It Live (September 2026)
Paste your website URL into Taskade Genesis and Taskade EVE reads the page, understands your business, and builds a live app. Or clone an App Kit with everything connected.
110 min readAI
Open Source Temporal Parser: Parse ISO 8601, RFC 3339, and IXDTF in TypeScript (2026)
Date.parse guesses and Temporal ships no parser. @taskade/temporal-parser is a zero-dependency TypeScript lexer for ISO 8601, RFC 3339, and IXDTF strings.
13 min readProduct Updates
Your App, Your Domain: Build CRMs, Client Portals, and Shops (September 2026)
Build a CRM, launch a client portal, open a shop, and publish each app on your own domain. Choose who gets in, and keep every app connected in one workspace.