This Week — Vol 344 Issue 1

techradar, Wednesday, November 4th, 2026

What AI-Ready Data Demands

AI-ready data must be governed, traceable and machine-accessible, and data products give AI agents the structure they need. more →

Techstrong.ai, Wednesday, November 4th, 2026

GPT-6.1 Astra Shows Why Agentic AI Needs Release Gates

OpenAI's reported shelving of GPT-6.1 Astra shows why agentic AI releases need gates that block authorization regressions. more →

Diginomica, Wednesday, November 4th, 2026

Tokenomics - How to Drive AI Value with the Help of FinOps

A Harness Unscripted panel discussed using FinOps and tokenomics to tie AI token spending to measurable business value. more →

InformationWeek, Wednesday, November 4th, 2026

When AI Agents Collaborate, Who Owns the Result?

InformationWeek contributor argues that when multiple AI agents produce a result, accountability must rest with a named human owner. more →

CIO Dive, Thursday, November 5th, 2026

As AI Costs Climb, Knowing When to Pull Back Becomes Critical

An Ocient report says rising AI infrastructure costs are forcing CIOs to decide which AI projects to fund and which to cut. more →

Upcoming Event · Wed, Nov 18 · 1:00pm

AI Can Code. Can It Run Production? Let's Build It Together

In this hands-on workshop, you'll follow a Kubernetes incident from its first symptom through investigation, remediation, and recovery. Using a sandbox environment and open-source tooling, you'll connect an agent to operational tools, automate root-cause investigation, inspect its execution, and introduce human approval gates before allowing it to make changes. more →

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AI Can Code. Can It Run Production? Let's Build It Together (Nov. 18th)

AI Business, Wednesday, November 4th, 2026

What AI's Growing Share of Tech Spending Means for Enterprises in 2027

Forrester's Brian Hopkins explains how AI's growing share of tech spending in 2027 pressures IT budgets and how CIOs should prioritize. more →

InformationWeek, Wednesday, November 4th, 2026

How AI Is Rewriting the Build-Versus-Buy Decision

Flashcloud's CTO says a website rebuild that bent around its platform shows when it is time to revisit build-versus-buy decisions. more →

IDC, Wednesday, November 4th, 2026

FutureScape 2027: Three Leadership Decisions That Are Still Open. Here’s How to Use the Time.

IDC's FutureScape 2027 says leaders still have time to decide on AI talent, knowledge architecture and forward-deployed engineers. more →

InformationWeek, Tuesday, November 3rd, 2026

How IT Leaders Develop Personal AI Guardrails

CIOs and IT leaders are building AI guardrails from frameworks like NIST AI RMF and ISO 42001 plus organization-specific governance. more →

Security Boulevard, Friday, November 6th, 2026

I Read Gartner's 2026 Hype Cycle for Secure AI. Here Are 7 Takeaways Every CISO Should Know

Salt Security's Roey Eliyahu picks seven takeaways from Gartner's 2026 Hype Cycle for Secure AI, centered on APIs, MCP and runtime defense. more →

CIO, Friday, November 6th, 2026

The CIO's Trust Paradox: Your Team May Be More Honest with AI Than with You

Employees may voice concerns more freely to AI than to leaders, so CIOs need ways to bring those concerns into real decisions. more →

DevPro Journal, Tuesday, November 3rd, 2026

A DevSecOps Playbook for AI-Generated Code

DevPro Journal offers a DevSecOps playbook for AI-generated code, covering agent permissions, hallucinated packages and dependency controls. more →

DevOps.com, Tuesday, November 3rd, 2026

Your AI Agent Needs an Operating Environment. Who's Engineering It?

Itential's John Capobianco argues AI agents doing infrastructure work need an engineered operating environment, not just a better model. more →

Analytics Insight, Wednesday, November 4th, 2026

Deep Tech Examples: Technologies Transforming Industries

Analytics Insight surveys deep tech in action, from AlphaFold and CRISPR to AI imaging, robotics and advanced materials. more →

Upcoming Event · Thu, Nov 19 · 10:00am

7 AI Themes Every C-Suite Leader Needs to Know

Gartner's Mary Mesaglio presents the seven strategic AI themes every C-suite leader needs to understand and act on in the next year. more →

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7 AI Themes Every C-Suite Leader Needs to Know (Nov. 19th)

Techstrong.IT, Monday, November 2nd, 2026

Engineering Agentic Cloud Migration at Scale

Enterprise cloud migrations work best when deterministic automation, governed agentic AI and human judgment each handle the right steps. more →

Techstrong.IT, Tuesday, November 3rd, 2026

Does Your Organization Have a Data Accuracy Problem?

Three warning signs your organization has a data accuracy problem, and four fixes from audits and validation to automation. more →

Techstrong.IT, Tuesday, November 3rd, 2026

Agentifying the Mainframe: Why AI Must Understand the Systems It Serves

Agentifying the mainframe means giving AI agents real expertise in the systems they serve, not just connecting them to it. more →

Techstrong.IT, Wednesday, November 4th, 2026

When Cloud Repatriation Actually Makes Sense

Cloud repatriation is real but often overstated, and for the right workloads moving back on-premises is a deliberate architectural choice. more →

Techstrong.IT, Thursday, November 5th, 2026

Computing in the Dark: What You Can and Cannot Do With Fully Homomorphic Encryption (FHE)

Fully homomorphic encryption is becoming practical, but workloads must fit its constraints; a set of questions helps assess feasibility. more →

Upcoming Event · Thu, Nov 12 · 2:00pm

The Network Isn't What You Think It Is: Securing an Environment Built for Machines

This CISO Stories webcast will examine what network security looks like when the most consequential activity may no longer originate from a human user or a traditional endpoint. more →

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The Network Isn't What You Think It Is: Securing an Environment Built for Machines (Nov. 12th)

EM360Tech, Tuesday, November 3rd, 2026

When AI Generates a Database Query, Who Checks the Answer?

EM360Tech explains how to verify AI-generated database queries, since a query can run without errors yet answer the wrong question. more →

Upcoming Event · Wed, Nov 11 · 1:00pm

The UltraSMR Advantage: Building Cost-Efficient AI Storage Infrastructure

WD webinar on how UltraSMR drives and Swiss Vault's VaultFS let organizations scale AI data storage without costs scaling with it. more →

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The UltraSMR Advantage: Building Cost-Efficient AI Storage Infrastructure (Nov. 11th)

InfoQ, Monday, November 2nd, 2026

Java News Roundup: TornadoVM 8.0, JNoSQL, Endive, JReleaser, JBang, LangChain4j, Quarkus Almanac

InfoQ's Java roundup for Oct 26, 2026: TornadoVM 8.0 GA plus updates to JNoSQL, Endive, JBang, JReleaser, LangChain4j and Hibernate. more →

Analytics Insight, Monday, November 2nd, 2026

Does Java Still Matter in the Age of AI-Assisted Coding?

Java still matters with AI coding assistants, since developers must review, test and secure the code AI generates for enterprise systems. more →

Follow the Brand, Friday, November 6th, 2026

The 12-Touch Advantage - How to Stay Top of Mind Without Being Annoying (48 Minutes)

John McLaughlin of 12touches.com explains how consistent, curated industry content keeps sellers top of mind until prospects are ready to buy and after. more →

ISHIR, Friday, November 6th, 2026

'That's a Great Idea' Is Not Purchase Intent: How to Validate Willingness to Pay Before Building an AI Product

Positive customer feedback is not purchase intent; AI product teams should validate willingness to pay before building. more →

Arctic Wolf Networks, Wednesday, November 4th, 2026

The Next Decade of Cyber Resilience Starts with the Basics

Arctic Wolf reviews the UK NCSC's 10th Annual Review, which says UK cyber resilience is not yet where it should be as threats outpace defenses. more →

Arctic Wolf Networks, Friday, November 6th, 2026

Arctic Wolf CEO Warns AI-Powered Attacks Will Surge in 2027

Arctic Wolf CEO Nick Schneider expects AI-powered vulnerability exploitation to become the norm by 2027 and urges agentic defenses. more →

AWS, Monday, November 2nd, 2026

Amazon Aurora MySQL 8.4.10 Is Now Generally Available

Amazon Aurora MySQL 8.4.10 is generally available, adding GTID tags and support for up to 50,000 connections per instance. more →

AWS, Monday, November 2nd, 2026

AWS Lambda Now Supports Queues for Apache Kafka in Self-Managed Kafka Event Sources

AWS Lambda adds queue support for self-managed Apache Kafka event sources, scaling consumption beyond a topic's partition count. more →

AWS, Monday, November 2nd, 2026

Amazon Aurora MySQL 3.14 (Compatible with MySQL 8.0.46) Is Generally Available

Amazon Aurora MySQL 3.14, compatible with MySQL 8.0.46, is generally available and adds post-quantum TLS key exchange. more →

AWS, Monday, November 2nd, 2026

AWS Weekly Roundup: GPT-6.1 Terra on Bedrock, Step Functions as Agent Tools, and More (November 2, 2026)

AWS's weekly roundup covers GPT-6.1 Terra on Amazon Bedrock, Step Functions workflows as agent tools and ML-KEM support in AWS KMS. more →

AWS, Tuesday, November 3rd, 2026

AWS Config Now Supports 10 New Resource Types

AWS Config now supports 10 additional resource types, including resources in Amazon ElastiCache and Amazon QuickSight. more →

AWS, Tuesday, November 3rd, 2026

Amazon RDS Now Supports the Latest Cumulative Update and GDR Updates for Microsoft SQL Server

Amazon RDS for SQL Server now supports the latest Cumulative Update and GDR releases for SQL Server 2017, 2019, 2022 and 2025. more →

Barracuda Networks, Monday, November 2nd, 2026

The MFA Bypass That Uses a Real Login Page: Device-Code Phishing

Barracuda explains device-code phishing, which tricks users into authorizing an attacker's session through a real login page and MFA. more →

Barracuda Networks, Wednesday, November 4th, 2026

Beyond 24/7 Protection: What Organizations Now Expect from Their MSPs

Barracuda research finds organizations want MSPs that build resilience, explain risk in business terms and help with AI threats, not just tools. more →

Barracuda Networks, Thursday, November 5th, 2026

Malware Brief: Trusted Software, AI, and Post-Quantum Ransomware

Barracuda's malware brief covers DarkVigil, AI-guided Android malware PromptSpy and Kyber ransomware using post-quantum cryptography. more →

Upcoming Event · Tue, Dec 1 · 3:00pm

AI Security: Machine-Speed Threats, Multi-Layered Defense

In this webinar, two experts break down both sides: what these AI-driven threats mean, and how to defend against them. You'll learn a practical framework spanning platform foundations, patching at scale, hardening and virtual patching, lateral security with microsegmentation, and recovery - so your organization is ready before an incident, not during one. more →

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AI Security: Machine-Speed Threats, Multi-Layered Defense (Dec. 1st)

Cisco, Thursday, November 5th, 2026

Bridging the Digital Divide: 25 Years of Empowerment in Panama

Cisco Networking Academy marks 25 years in Panama, where it has certified more than 50,000 students. more →

Cisco, Friday, November 6th, 2026

How Cisco Built an Enterprise AI Factory: Scaling Economics, Performance, and Security

Cisco IT built a multi-tenant enterprise AI factory that it says tripled GPU utilization and supports 90,000 employees. more →

Cisco, Friday, November 6th, 2026

Building a Future-Ready Infrastructure at Gillette Stadium

Cisco expanded its Patriots and Kraft Group partnership and will bring Cisco Wi-Fi 7 to Gillette Stadium after the 2026-27 season. more →

Cisco, Saturday, November 7th, 2026

From Connectivity to Continuity: Cisco URWB for Autonomous Work Vehicles

Cisco Ultra-Reliable Wireless Backhaul provides the wireless backbone for Honda's Autonomous Work Vehicle in an airfield inspection demonstration. more →

Help Net Security, Wednesday, November 4th, 2026

Citrix Expands Oversight of Autonomous Browsing and AI Agent Activity

Citrix adds AI agent governance to SecurAccess, extends SecurSpaces to more personas and launches credit-based Platform Flex licensing. more →

Upcoming Event · Wed, Nov 18 · 8:30am

SecureWorld East Virtual Conference

SecureWorld conferences blend world-class keynotes, breakout sessions, small group discussions, and opportunities to earn CPE credits. more →

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SecureWorld East Virtual Conference (Nov. 18th)

CrowdStrike, Tuesday, November 3rd, 2026

CrowdStrike Secures AI Agents Inside Claude Cowork

CrowdStrike is bringing Falcon Guardian protection into Anthropic's Claude Cowork, running the Falcon sensor inside the Cowork VM. more →

techradar, Wednesday, November 4th, 2026

CrowdStrike Launches 'AI Kill Switch' It Claims Can Stop Rogue Agents and More

CrowdStrike adds an AI Kill Switch to Falcon Guardian to stop, isolate and block rogue AI agents from relaunching. more →

CrowdStrike, Wednesday, November 4th, 2026

CrowdStrike Introduces Agentic Adversary Emulation to Counter AI-Enabled Adversaries

CrowdStrike introduces Agentic Adversary Emulation, an AI-powered red teaming capability powered by SafeMind, now in early access. more →

CrowdStrike, Wednesday, November 4th, 2026

CrowdStrike Extends the Agentic SOC to Detect and Stop Agent Insider Threats

CrowdStrike extends its agentic SOC on the Falcon platform with Agent Insider Threat Detection for misbehaving AI agents. more →

CrowdStrike, Wednesday, November 4th, 2026

CrowdStrike Brings Enterprise Browser Security to the Falcon Platform

CrowdStrike Falcon Seraphic Enterprise Browser is now natively available on the CrowdStrike Falcon platform. more →

CrowdStrike, Wednesday, November 4th, 2026

New Falcon Cloud Security Innovations Secure the Cloud AI Runs On

CrowdStrike announces generally available Falcon Cloud Security features spanning supply chain protection, AI workload security and cloud detection. more →

F5, Wednesday, November 4th, 2026

Weekly Threat Bulletin - November 4th, 2026

F5's weekly bulletin leads with attackers chaining PHP2Shell RCE flaws and the Fragnesia kernel bug to compromise 25 PAN-OS systems. more →

Upcoming Event · Thu, Nov 12 · 11:00am

What Every Enterprise Should Know About Securing Cloud Assets in the Age of AI

Dark Reading's free virtual event on securing multi-cloud assets, covering misconfigurations, AI-driven threats, identities and incident response. more →

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What Every Enterprise Should Know About Securing Cloud Assets in the Age of AI (Nov. 12th)

Fortinet, Monday, November 2nd, 2026

BITTER Expands Its Arsenal with PapRAT

FortiGuard Labs details a BITTER cyberespionage campaign against South Asian organizations using three attack chains and the PapRAT trojan. more →

Fortinet, Tuesday, November 3rd, 2026

Simplify Operations and Strengthen Protection with Fortinet AI-Driven Secure SD-WAN

Fortinet explains how its AI-Driven Secure SD-WAN combines networking, AI-powered security and automation on FortiGate and FortiOS. more →

Fortinet, Thursday, November 5th, 2026

Cyber Resilience Starts with AI Governance

Fortinet argues cyber resilience requires boards and staff to understand AI risk, citing gaps in its 2026 Skills Gap Report. more →

Fortinet, Friday, November 6th, 2026

Cybersecurity Training That Earns Recognition

Fortinet highlights 2026 industry awards for its Training Institute, which met its pledge to train 1 million people in cybersecurity. more →

Google, Wednesday, November 4th, 2026

Helping You Build and Defend at Machine-Speed in the Agentic Era

At Security Summit 2026, Google Cloud outlines security updates for the agentic era, including new preview capabilities for its CodeMender agent. more →

Google, Wednesday, November 4th, 2026

Introducing Compute Engine API Multi-Versioning: Predictable Evolution Without Breaking Production

Google Cloud makes Compute Engine API multi-versioning generally available, adding immutable date-based API versions alongside /v1. more →

Google, Wednesday, November 4th, 2026

New Capabilities to Power Agents at Scale with Google's Agentic Data Cloud

Google announced updates to its Agentic Data Cloud, including cross-cloud querying in the borderless Lakehouse and Gemini on lakehouse data. more →

Google, Wednesday, November 4th, 2026

AlloyDB Express: Instant, Scale-to-Zero PostgreSQL for Developers and Coding Agents

Google previews AlloyDB Express, a scale-to-zero PostgreSQL offering that provisions in under two seconds for developers and coding agents. more →

Google, Wednesday, November 4th, 2026

Unify Operational and Lakehouse Data with Direct Iceberg Access in AlloyDB for PostgreSQL

Google previews direct Apache Iceberg access in AlloyDB for PostgreSQL and makes AlloyDB sync and Lakehouse federation generally available. more →

Google, Thursday, November 5th, 2026

Bringing Conversational Analytics to Gemini with Agentic Data Cloud Connectors

Google previewed Data Cloud connectors in Gemini for business that let users query live BigQuery, database and Looker data in plain language. more →

Huntress, Monday, November 2nd, 2026

Threat Hunting: What It Is, How It Works, & Why It Matters

Huntress explains what cyber threat hunting is, how hypothesis-driven hunts work and how hunting relates to threat intelligence and detection. more →

Huntress, Tuesday, November 3rd, 2026

Huntress + Hudu Integration: Security Context in Your IT Docs

Hudu has built a beta integration that brings Huntress organizations, agents, memberships and identities into its IT documentation platform. more →

Huntress, Thursday, November 5th, 2026

Defense Drill Interventions

Huntress Defense Drill Interventions pair Managed EDR detections with just-in-time training when users fall for ClickFix attacks. more →

Huntress, Thursday, November 5th, 2026

Adversary Infrastructure New Huntress ITDR Feature

Huntress Managed ITDR's Adversary Infrastructure blocks attacker infrastructure at Microsoft 365 sign-in across all opted-in tenants. more →

Huntress, Friday, November 6th, 2026

Brute Force Sentry for Managed SIEM

Huntress Managed SIEM's Brute Force Sentry flags brute force runs that end in successful logins on RDP, RD Gateway, RDWeb and SSH. more →

Upcoming Event · Mon, Nov 16 · 1:00pm

Platform Engineering Meets AI: The New Developer Experience

Techstrong Learning webinar on how AI is reshaping platform engineering, internal developer platforms, and developer experience. more →

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Platform Engineering Meets AI: The New Developer Experience (Nov. 16th)

KnowBe4, Monday, November 2nd, 2026

Warning: Scammers Are Targeting Voters Ahead of Election Day

KnowBe4 relays Malwarebytes warnings about election scams that target U.S. voters by text, email and phone ahead of the midterms. more →

KnowBe4, Monday, November 2nd, 2026

Report: Most Fraud Attacks Target Existing Customer Relationships

KnowBe4 reports a TransUnion finding that 81 percent of digital fraud attacks target existing customer relationships. more →

Mistral AI, Thursday, November 5th, 2026

Le Chonk Brings the Brains. Studio Puts It to Work.

Mistral launched Mistral Large 4 (Le Chonk) and expanded Mistral Studio with managed agents, apps, workflows and observability. more →

Upcoming Event · Tue, Nov 17 · 2:00pm

Accelerating DFIR (Digital Forensics and Incident Response): How Agentic AI Changes the Investigation

SC Media webcast on Nov. 17 on how agentic AI and MCP can speed digital forensics and incident response, sponsored by Exterro. more →

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Accelerating DFIR (Digital Forensics and Incident Response): How Agentic AI Changes the Investigation (Nov. 17th)

MongoDB, Monday, November 2nd, 2026

Introducing MongoDB Atlas Sharding Advisor: Know When and How to Scale Sharded Clusters

MongoDB launches Atlas Sharding Advisor, combining sharding insights, recommendations and shard key analysis for Atlas sharded clusters. more →

MongoDB, Tuesday, November 3rd, 2026

Introducing Atlas App Connections: Secure, One-Click Access for AI Tools

MongoDB introduced Atlas App Connections, letting AI coding tools connect to Atlas with one click via OAuth 2.1 instead of shared credentials. more →

MongoDB, Tuesday, November 3rd, 2026

Building Next-Gen AI Agents: The MongoDB Atlas-Microsoft Foundry Integration

MongoDB and Microsoft add the MongoDB MCP Server to the Microsoft Foundry tools catalog for building AI agents on Atlas data. more →

MongoDB, Tuesday, November 3rd, 2026

Automated, Secure, and Scalable: Reference Implementation for Atlas on Azure

MongoDB's Atlas on Azure Reference Implementation uses Terraform templates to deploy secure, governed Atlas clusters on Azure. more →

MongoDB, Tuesday, November 3rd, 2026

Fighting Tool Sprawl: The Case for AI Tool Registries

MongoDB argues enterprises need an internal, centralized AI tool registry to curb tool sprawl as agent deployments scale. more →

MongoDB, Tuesday, November 3rd, 2026

Layer MongoDB Atlas Resource Policies for Defense-In-Depth

MongoDB explains how to layer Atlas Resource Policies across network, geographic and protocol controls for database defense-in-depth. more →

Rapid7, Wednesday, November 4th, 2026

Rapid7 Achieves ISO/IEC 42001 Certification for Its AI Management System

Rapid7 has achieved ISO/IEC 42001:2023 certification for its AI Management System following an independent audit by Schellman. more →

Rapid7, Wednesday, November 4th, 2026

The Race Against the 3-Day Clock: How Rapid7 Helps Meet BOD 26-04 Compliance

Rapid7 explains CISA's BOD 26-04, which sets a three-day remediation deadline for certain exploited flaws, and maps it to Rapid7 capabilities. more →

Rapid7, Thursday, November 5th, 2026

Gartner Report: The Attack Path Is Closing Faster Than Most Teams Can Patch

Rapid7 offers a Gartner report arguing frontier AI like Mythos shrinks the time between weaknesses and exploits, demanding outcome-based security. more →

Upcoming Event · Wed, Dec 9 · 3:00pm

Inside the State of Observability 2026

Dynatrace, Accenture and AWS discuss the 2026 State of Observability report and what it reveals about AI in production. more →

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Inside the State of Observability 2026 (Dec. 9th)

Red Hat, Monday, November 2nd, 2026

What's New in Red Hat OpenShift Migration Advisor: Clearer Reports and Smarter Planning

Red Hat OpenShift migration advisor adds clearer VMware assessment reports, refreshable assessments, comparisons and exports. more →

Red Hat, Monday, November 2nd, 2026

Sovereignty in the AI Era: Choice, Control, and Autonomy

Red Hat says AI sovereignty means choice, control and trust across infrastructure, models and data as AI enters core operations. more →

Red Hat, Tuesday, November 3rd, 2026

Trustworthy AI Starts with Community Governance

Red Hat argues that AI-generated code has made review the bottleneck in open source, and community governance must rebuild trust. more →

Red Hat, Tuesday, November 3rd, 2026

Moving Lightwell Patches Into Production by Orchestrating the Release Lifecycle

Red Hat shows how Ansible Automation Platform moves Lightwell's backported fixes safely from a merged PR into production. more →

Red Hat, Tuesday, November 3rd, 2026

Future-Proofing Enterprise AI: The Impact of Post-Quantum Cryptography on Red Hat AI Enterprise

Red Hat explains how post-quantum cryptography affects each component of Red Hat AI Enterprise to counter harvest-now, decrypt-later attacks. more →

Red Hat, Wednesday, November 4th, 2026

Why Lightwell Pairs Dependency Backports with Upstream Collaboration

Red Hat explains how Lightwell backports security fixes into pinned open source dependencies and works upstream to fix shared code. more →

RSA, Wednesday, November 4th, 2026

The Clean Audit Paradox Has a Fix

RSA introduces Compliance Advisor, an AI-native capability that maps regulations to governance programs and measures adherence continuously. more →

Upcoming Event · Thu, Dec 3 · 11:00am

Cybersecurity Outlook 2027

Dark Reading and Omdia's virtual event on 2027 cyber threats, agentic AI in security, CISO priorities and SecOps evolution. more →

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Salesforce, Thursday, November 5th, 2026

Ask (A Forward Deployed Engineer's) Slackbot

Ask Slackbot advises a forward deployed engineer on probing customer assumptions in discovery calls without seeming adversarial. more →

Salesforce, Friday, November 6th, 2026

Less Reasoning. More Doing. Meet Koa Decisions.

Salesforce introduced Koa Decisions, a decision model built on Google Gemma that makes single-step choices such as request routing in milliseconds. more →