Dedicated Kubernetes node pools can isolate latency-sensitive rules engines, but the decision should be based on measured contention and resource needs.
As reports of OpenAI's models breaking containment, hacking sites, and generally getting out of control pile up, the company has made the decision to pause training of its most powerful models. The decision was made after a model being tested within a sandbox exploited a loophole to gain internet access. The incident happened on September […]
Middle schoolers, likely blocked from other apps and social networks, apparently turned the Spotify comment section under an episode of NPR's Wild Card into an impromptu group chat. In a new episode of This American Life, host Ira Glass digs into how the kids landed there and why. But it mostly boils down to kids […]
I don't think I'm going to hurt anyone's feelings by pointing out that Decap doesn't have the name recognition of Kendrick Lamar, Olivia Rodrigo, or Charli XCX. But his fingerprints are all over tracks from them, as well as many other artists, including Freddie Gibbs, Bad Bunny, Mac Miller, BTS, and even Ludwig Göransson's score […]
Two companies now say they will accept advertising for director Alex Gibney’s upcoming documentary about Elon Musk, following earlier reporting that a number of social media platforms had rejected the ads.
What the September 2026 IBM advisory means for teams running Langflow OSS in production
Vulnerability overview
IBM shipped fixes for twelve vulnerabilities affecting IBM MQ, IBM MQ Appliance and Langflow OSS. The Dutch NCSC summarised them in advisory NCSC-2026-0392 on 23 September 2026. Langflow OSS accounts for several entries, three of which, CVE-2026-79724, CVE-2026-85025 and CVE-2026-81204, carry a CVSS v3 score of 9.8 and need no authentication.
Mechanism and e...
The reaction to Jacob Coxon leaving Anthropic centers on existential risk. That debate matters.
But existential risk is not an infrastructure strategy.
Frontier lab insiders discuss catastrophic AI risks.
This conversation remains incomplete.
Modern AI systems expose the limits of static IAM roles and traditional network perimeters. Agents delegate work. They invoke external tools.
They spawn additional agents. Terminating the original runtime rarely terminates these downstream proce...
Tool Calling
Asking some query to the LLM.
LLM is like a phone book , it can't call on its own. With some tools only it will.
Tools are nothing but FUNCTIONS.
Tool calling is also called as FUNCTION Calling.
Its a method , which models reliably connect and interact with external tools like API , database or knowledge base.
LLM gets set of tools and it decides which tools needs to be invoked for a specific user query and to complete a given task.
...
Sabe o que é e como se proteger de ataques CSRF (Cross-Site Request Forgery) ?
CSRF é um tipo de ataque no qual um usuário autenticado é induzido a executar uma ação que não pretendia realizar em uma aplicação.
Imagine, por exemplo, que você está logado em um site de compras e recebe um e-mail contendo um link aparentemente inofensivo. Ao acessar esse link, uma página maliciosa tenta realizar uma ação no site em que você já está autenticado.
Se a aplicação não possuir mecanismos adequa...
I Built Kram: A File Organizer That Knows What Not to Touch
My Downloads folder had become a crime scene.
Hundreds of files. Random screenshots. ZIP archives. PDFs. DMGs. Old projects. Files I couldn't remember downloading.
So I built Kram , a macOS file organizer designed around one simple idea:
Automate the boring part without giving the automation permission to wreck your Mac.
https://github.com/adisng/Kram
What is Kram?
Kram is a lightweight, local-fi...
I’m building Cerbère-AG , a security evidence layer for AI agents.
Most AI security tools focus on what goes into the model: prompt injection, malicious inputs, jailbreaks, etc.
I’m focusing on what happens after the model decides to act .
Cerbère-AG observes and controls agent actions across tool calls, including:
tool-call monitoring and traces
policy enforcement
sensitive-action detection
argument and capability checks
budgets and execution limits
trajectory-level ...
An on-call agent that answers "no prior incidents" might be telling you the archive is empty. It might also be telling you the embedding call timed out, and most memory stores return both as the same empty list.
I built Throughline in August for the CockroachDB x AWS hackathon on agentic memory. It didn't place. My guess at why is at the end.
What it does
Throughline is an incident-response agent with a memory layer you can audit. Memories are typed, and the type sets how fast...