A summarizer and a researcher are different tools.
One flattens. The other hunts for gaps, counterexamples, and unchecked claims. Pick the one that finds what you missed.

A summarizer and a researcher are different tools.
One flattens. The other hunts for gaps, counterexamples, and unchecked claims. Pick the one that finds what you missed.

A few extra tips:
Tweak your prompt based on what the AI gives you
Try phrases like "act as a designer" or "write like a journalist" for better results
#PromptEngineering #CreativeProcess #AIWorkflow #DesignThinking #CreativeAI #PromptCraft #AIProductivity #ContentCreation #TechTips #GenerativeAI (2/2)
The scarce part is not another generated answer. It is the filter that decides what gets trusted.
Better examples, better tests, better receipts.


The artificial intelligence productivity boom is hitting a strict bottleneck: prompt fatigue. Power users are drowning in large libraries of highly specific instructions that quickly become obsolete as models update. Tech writer Yash Patel solved this scaling issue by abandoning his prompt library entirely. He switched to Claude's "Skills" feature to save repeatable workflows instead
I'm trying my hard to see the real impact of AI on a multitude of workflows. I need to make an implementation for my little game, and I asked the AI of the day for some action plan, guess what, the plan "looks" good but it's for sure flawed, so after you generate the "plan" do you refine it? For how long do you refine this plan?
Local AI is a stack: model weights, a runner, an interface, and a boundary for what stays on your machine. Start with one real task before you buy hardware or chase benchmarks.
#LocalAI #OpenSourceAI #AIInfrastructure #AIWorkflow #KyaniteLabs

Flowise Flaw Exposes Servers to Full Attacker Control
A critical security flaw in Flowise, a popular open-source AI workflow platform, allows attackers to seize full control of a server by tricking a logged-in user into importing a malicious file. This vulnerability, disclosed by Obsidian Security, puts self-hosted deployments at risk, with a simple exploit capable of unleashing a devastating attack.
A shared AP inbox is not a system. It is usually Gmail, PDF attachments, an Excel approval tracker, and someone chasing managers for signoff at month-end.
A better setup is an AI invoice agent: read the invoice, extract fields, match PO data, flag duplicates, route approval in Slack, and update Airtable or the ERP automatically. If you want to automate your business, DM me. #FinanceOps #AIWorkflow #OperationsAutomation