AI and automation news with a practical take: what each release means for a small business, and whether it is worth plugging into your workflow.
DevRev's new autonomous support stack on GPT-6.1 Sol shows the layering any small business should copy: a cheap fast model handles routing and simple tickets, a reasoning model only kicks in on hard cases....
Anthropic released FlashProve, an open source research prototype that cryptographically proves which AI model produced a given output, with code on GitHub but no deployment plans yet at any lab. For small businesses running...
Use a plain script when the input format is fixed and the logic is deterministic; use an LLM or AI agent when the task needs reasoning over messy, unstructured data. The Qwen 3.8 27B...
Postman 12.33.4 silently installs Codex and Claude Code plugins on desktop launch and registers a session hook that routes any non-trivial API work through Postman skills. If you run Postman on the same machine...
OpenAI is merging ChatGPT's Chat and Work tabs into one interface and, more importantly for operators, putting ChatGPT and Codex on a shared token allowance pool. If your team runs customer chats on ChatGPT...
To decide whether automating a process makes financial sense, compare the current monthly labor cost of the task against the expected token spend plus build cost of an agent that can carry 60-80% of...
Use a plain script with an LLM call when the task is linear and the inputs are predictable; reach for an AI agent only when the workflow needs real tool use, memory across steps,...
datasette-llm 0.1a9 now inherits the default model configured in the LLM CLI, so Datasette Agent runs straight from one command without a hardcoded model flag. For small teams running database agents, this removes a...
Use a deterministic script when the task has a fixed shape, a verifiable output, and nobody plans to reread the result; reach for an LLM agent only when the inputs are unstructured and a...
Small business owners whose teams use ChatGPT for client work should rotate active sessions and avoid opening shared ChatGPT conversation links from unknown senders, because Parameter Labs disclosed an exploit chain that could hijack...