Productivité

From automation to intent and identity

La sécurité moderne doit combiner la détection de l'automatisation avec l'authentification d'identité, car les attaquants opèrent à grande échelle en exploitant des fuites de credentials, des fermes de fraude humaine et des identités synthétiques. Les menaces actuelles mélangent l'intention humaine avec l'exécution automatisée, rendant insuffisante une approche basée uniquement sur la détection d'automatisation. Les solutions de prévention de fraude doivent évaluer l'authenticité et l'intégrité des utilisateurs pour résoudre les problèmes de comptes fictifs, d'accès non autorisés et de fraude aux comptes.

16 juil.

Forecast AI by workflow, not by user

Seasoned at driving change across the enterprise, savvy IT leaders are turning their process improvement chops and AI acumen inward to overhaul an often-overlooked area of operations: IT itself.

15 juil.

3. Can you integrate AI into existing workflows?

A significant portion of upcoming software development lifecycle work will focus on refactoring applications to be more AI-native. Some legacy applications may be strong candidates for a full AI rebuild, while others are better positioned for an AI add-on. Gartner research from 2025 found that only 28% of AI use cases in infrastructure and operations fully succeeded. Among those that did, success was attributed primarily to integrating AI into existing workflows and systems. “As AI becomes part

15 juil.

Table & Workflow Enhancements

Drag-and-drop column ordering Column pinning and reset controls Better usability for large datasets

15 juil.

LLMs and Automation

Overall, there is too much data in engagement logs for anyone to manually review, causing a bottleneck for analysis. To combat this issue, Janus produces normalized JSON for every task and result, making operational data usable by LLMs. Users should ensure any data shared with LLM services aligns with their organization’s data handling policies. For sensitive environments, this can be done using self-hosted models or hosted options such as Amazon Bedrock. Instead of digging through logs, teams c

15 juil.

Workflow Analysis

This layer focuses on how operations unfold over time, where they break, and where time is lost: callback-health – Which implant sessions show instability, failure patterns, or crashes? dwell-time – Where are operators losing time between tasks? parameter-entropy – Which arguments look anomalous or out of place?

15 juil.

Okta Workflows

Workflows in Okta provide a robust way to automate tasks related to user provisioning and deprovisioning. To achieve this, Okta must be granted non-trivial permissions in connected systems. Here is an example of permissions needed by the Microsoft Office 365 connector: Figure 17. Example Okta Workflows connector permissions. Anyone in control of the workflow could perform administrative actions in Microsoft Entra. As there is no documented API for reading the information about existing workflows

15 juil.

From visibility to response: 1Password for SOC workflows

Modern security teams increasingly rely on integrated security operations center (SOC) workflows that correlate signals and alerts, while orchestrating detection responses in real time. Behind every alert is an identity: a person, a service account, an API key, or an AI agent. However, when remediation requires manual steps, investigation and response slows, increasing security risks.

15 juil.

Example workflows

During a deployment, a GitHub Actions workflow uses a 1Password service account to retrieve and inject environment variables into the build process.A Node.js application running in a Kubernetes pod uses the 1Password SDK with a service account to read database connection strings from a 1Password Environment at startup.While working in an AI‑assisted IDE, a developer asks the agent to run a 1Password CLI-powered Makefile command, automatically injecting credentials from 1Password Environments whi

15 juil.

Securing programmatic access across every development workflow

Bringing programmatic access to 1Password Environments allows you to use secrets directly in the tools and workflows where code runs, not just in a fixed set of destinations. Meanwhile, desktop authentication for SDK integrations gives you a simple, secure way to build tools that act with a signed‑in user’s session. Together, these capabilities expand how you can access and use 1Password programmatically, whether it’s powering your CI/CD pipelines via user-authenticated sessions or enabling auto

15 juil.

L'homme qui a essayé 200 applications à faire a quelques conseils sur l'IA

David Pierce, expert en productivité au Verge, partage ses insights sur l'intégration de l'IA dans les outils de travail après avoir testé environ 200 applications. Il souligne que malgré l'enthousiasme général, les impacts réels de l'IA sur la productivité restent modestes et concentrés sur des tâches spécifiques. Cette première édition d'une miniserie podcast explore les stratégies pratiques pour maintenir un avantage professionnel à l'ère de l'IA.

15 juil.

From tricycle to Porsche: Salesforce rebuilt Slackbot from the ground up

Salesforce a complètement reconstruit Slackbot en remplaçant son architecture algorithmique simple par une nouvelle génération basée sur un grand modèle de langage (LLM) et des capacités de recherche avancées. Le nouveau Slackbot peut désormais accéder à des données Salesforce, fichiers Google Drive, calendriers et conversations Slack historiques, offrant des fonctionnalités bien supérieures à l'ancienne version. Salesforce a conservé le nom Slackbot pour capitaliser sur la reconnaissance de la marque existante.

15 juil.

How Slackbot transforms scattered enterprise data into executive-ready insights

Slackbot transforme les données éparses en insights exécutifs en synthétisant des informations provenant de multiples sources (retours clients, dashboards, données Salesforce). La plateforme corréle données qualitatives et quantitatives, génère des documents collaboratifs Canvas et automatise la coordination des parties prenantes. Slack prévoit d'étendre ces capacités en intégrant des appels d'outils tiers supplémentaires.

15 juil.

Golden Base Images: Introducing slack-zero

At the foundation of the Shipyard is a shared base image called “slack-zero.” This is the core machine image built by Slack’s Compute Platform Team and maintained collaboratively with our security and monitoring teams. Operating system baseline and hardening Networking and service discovery configuration Monitoring and security agents Common tooling and foundational system configuration You can think of slack-zero similarly to how teams use a base Docker image or how we start from a vendor-suppl

14 juil.

Table & Workflow Enhancements

Drag-and-drop column ordering Column pinning and reset controls Better usability for large datasets

14 juil.

LLMs and Automation

Overall, there is too much data in engagement logs for anyone to manually review, causing a bottleneck for analysis. To combat this issue, Janus produces normalized JSON for every task and result, making operational data usable by LLMs. Users should ensure any data shared with LLM services aligns with their organization’s data handling policies. For sensitive environments, this can be done using self-hosted models or hosted options such as Amazon Bedrock. Instead of digging through logs, teams c

14 juil.

Workflow Analysis

This layer focuses on how operations unfold over time, where they break, and where time is lost: callback-health – Which implant sessions show instability, failure patterns, or crashes? dwell-time – Where are operators losing time between tasks? parameter-entropy – Which arguments look anomalous or out of place?

14 juil.

Okta Workflows

Workflows in Okta provide a robust way to automate tasks related to user provisioning and deprovisioning. To achieve this, Okta must be granted non-trivial permissions in connected systems. Here is an example of permissions needed by the Microsoft Office 365 connector: Figure 17. Example Okta Workflows connector permissions. Anyone in control of the workflow could perform administrative actions in Microsoft Entra. As there is no documented API for reading the information about existing workflows

14 juil.

From visibility to response: 1Password for SOC workflows

Modern security teams increasingly rely on integrated security operations center (SOC) workflows that correlate signals and alerts, while orchestrating detection responses in real time. Behind every alert is an identity: a person, a service account, an API key, or an AI agent. However, when remediation requires manual steps, investigation and response slows, increasing security risks.

14 juil.

Example workflows

During a deployment, a GitHub Actions workflow uses a 1Password service account to retrieve and inject environment variables into the build process.A Node.js application running in a Kubernetes pod uses the 1Password SDK with a service account to read database connection strings from a 1Password Environment at startup.While working in an AI‑assisted IDE, a developer asks the agent to run a 1Password CLI-powered Makefile command, automatically injecting credentials from 1Password Environments whi

14 juil.

Securing programmatic access across every development workflow

Bringing programmatic access to 1Password Environments allows you to use secrets directly in the tools and workflows where code runs, not just in a fixed set of destinations. Meanwhile, desktop authentication for SDK integrations gives you a simple, secure way to build tools that act with a signed‑in user’s session. Together, these capabilities expand how you can access and use 1Password programmatically, whether it’s powering your CI/CD pipelines via user-authenticated sessions or enabling auto

14 juil.

Extend your Xcode Cloud workflows

Discover how Xcode Cloud can adapt to your development needs. We'll show you how to streamline your workflows, automate testing and...

14 juil.

From tricycle to Porsche: Salesforce rebuilt Slackbot from the ground up

Salesforce a entièrement reconstruit Slackbot en le transformant d'un système algorithmique basique en une solution avancée basée sur un modèle de langage (LLM). La nouvelle version offre des capacités de recherche sophistiquées et peut accéder à des données externes comme les enregistrements Salesforce, Google Drive, les calendriers et l'historique des conversations Slack. Malgré cette refonte technique majeure, Salesforce a conservé la marque Slackbot pour maintenir la reconnaissance utilisateur.

14 juil.

Why Anthropic's Claude powers the new Slackbot — and which AI models could come next

Slack a choisi Claude d'Anthropic pour alimenter son nouveau Slackbot, principalement en raison des exigences de conformité FedRAMP Moderate pour servir les clients du gouvernement fédéral américain. Cependant, cette exclusivité sera temporaire : Slack prévoit d'intégrer d'autres fournisseurs cette année, notamment Google Gemini et potentiellement OpenAI, considérant les modèles de langage comme des commodités. Salesforce garantit qu'aucun modèle n'est entraîné sur les données clients pour préserver la confidentialité et la sécurité.

14 juil.

From automation to intent and identity

Forecast AI by workflow, not by user

3. Can you integrate AI into existing workflows?

Table & Workflow Enhancements

LLMs and Automation

Workflow Analysis

Okta Workflows

From visibility to response: 1Password for SOC workflows

Example workflows

Securing programmatic access across every development workflow

L'homme qui a essayé 200 applications à faire a quelques conseils sur l'IA

From tricycle to Porsche: Salesforce rebuilt Slackbot from the ground up

How Slackbot transforms scattered enterprise data into executive-ready insights

Golden Base Images: Introducing slack-zero

Table & Workflow Enhancements

LLMs and Automation

Workflow Analysis

Okta Workflows

From visibility to response: 1Password for SOC workflows

Example workflows

Securing programmatic access across every development workflow

Extend your Xcode Cloud workflows

From tricycle to Porsche: Salesforce rebuilt Slackbot from the ground up

Why Anthropic's Claude powers the new Slackbot — and which AI models could come next

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