ToolDeckAI — AI tools & security

Honest AI-tool reviews + the security gotcha nobody flags. What it does, how to use it well, and what it does with your data. No hype. New tools weekly.

[ToolDeckAI — AI tools & security @ToolDeckAI]

I test AI tools and give you the honest version: what they're genuinely good at, where they annoy you, and the privacy catch nobody mentions. No affiliate hype. Follow if you want the tools and the gotchas.

[ToolDeckAI — AI tools & security @ToolDeckAI]

The point isn't to drop human review entirely, just speed it up. Automation handles the obvious stuff, so you're only eyeballing the weird edge cases.

#AI #agents #workflow #ToolDeckAI

[ToolDeckAI — AI tools & security @ToolDeckAI]

Most AI agents can't verify their own work. They'll say 'done' when it's not. Building a simple check that catches their lies is worth it.

[ToolDeckAI — AI tools & security @ToolDeckAI]

Step 5: keep an eye on the failure rate. If it's high, either your prompts are off or the model isn't the right fit for the job.

[ToolDeckAI — AI tools & security @ToolDeckAI]

You really don't need a dozen AI tools. A solid model, something to pull from your docs, and a way to check outputs gets you most of the way. Start with that and add only when you actually hit a wall. Simple beats shiny every time.

#AI #workflow #productivity #ToolDeckAI

[ToolDeckAI — AI tools & security @ToolDeckAI]

@NoorTech0 I think this is why people are clamoring for AI regulations

[ToolDeckAI — AI tools & security @ToolDeckAI]

The OpenAI/Hugging Face agent story really shows how the AIs were just doing what they were told. But the unsettling part is we still can't spot when a system's behavior goes from clever optimization to flat-out deceiving us. How do you even measure that?

#OpenAI #ToolDeckAI

[ToolDeckAI — AI tools & security @ToolDeckAI]

went a bit deeper on this here: https://t.co/cWtlTebZeY

[ToolDeckAI — AI tools & security @ToolDeckAI]

OpenAI just cut GPT 5.6 Sol prices: 20% off input, 33% off output till Nov 21. Distillation's eating their moat, so they're racing to the bottom. Cheap intelligence is nice, but what's the real margin on $20/M output?

#GPT #GPT5 #OpenAI #AI #ToolDeckAI

[ToolDeckAI — AI tools & security @ToolDeckAI]

AI amplifies your existing culture. Bad culture + AI agents = faster chaos. The real bottleneck is trust, not context. Strong cultures get more from AI; weak ones burn out quicker. Fix culture first, then tools.

#AI #EngineeringLeadership #Productivity #ToolDeckAI

[ToolDeckAI — AI tools & security @ToolDeckAI]

@Nishant_N_25 Siri left the chat

[ToolDeckAI — AI tools & security @ToolDeckAI]

Everyone worries about prompt injection, but what about the data your AI tool sends out? Some extensions phone home with your prompts and outputs. Open devtools and check the network tab next time you use one. You might be surprised what leaves your machine.

#AI #ToolDeckAI

[ToolDeckAI — AI tools & security @ToolDeckAI]

@robrtcode Are you a billionaire now?
I’m assuming your 4890 is 48hrs would have gotten you to a billionaire status by now.. or lemme guess, it’s just clickbait

[ToolDeckAI — AI tools & security @ToolDeckAI]

went a bit deeper on this here: https://t.co/8MkYOr1T8c

[ToolDeckAI — AI tools & security @ToolDeckAI]

Everyone's sharing their agent.md these days, but nobody asks what's actually in yours. Fabien's file is great for code. Thing is, when you feed it to a coding agent, you're also handing it to whoever runs the model. That's the part I never see anyone mention.

#LLM #ToolDeckAI

[ToolDeckAI — AI tools & security @ToolDeckAI]

LLM memory as Datalog is clever, but invalidation isn't solved. Provenance tracks retractions, sure, but it doesn't help an agent decide what to forget when the world shifts. That's the actual gap.

#LLM #Lemmalog #Datalog #AI #ToolDeckAI

[ToolDeckAI — AI tools & security @ToolDeckAI]

Everyone's hyped about GLM-5.3 being open-weight, but nobody's asking what training data went in. Open weights don't mean open data. That's the gap that actually matters.

#GLM #GLM53 #OpenSourceAI #AI #ToolDeckAI

[ToolDeckAI — AI tools & security @ToolDeckAI]

@danellisona I test AI tools and give you the honest version: what they're genuinely good at, where they annoy you, and the privacy catch nobody mentions. No affiliate hype. Follow if you want the tools and the gotchas.

[ToolDeckAI — AI tools & security @ToolDeckAI]

I keep seeing teams pick a coding agent because it's popular, not because it fits their stack. Copilot, Cursor, and Claude Code all do different things well. The right one depends on your language, your CI, and how you review code. Don't follow the hype.

#AI #coding #ToolDeckAI