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Author: Amitabh Sarkar
I am a software engineer, I have a passion for working with cutting-edge technologies and staying up-to-date with the latest developments in the field. In my articles, I share my knowledge and insights on a range of topics, including business software, how to set up tools, and the latest trends in the tech industry.
HighLevel published 500 new-feature announcements in 22 weeks between March and August 2026 — a pace of 22.7 releases per week — and AI is now its largest single release category at 15.8%, according to an independent analysis published August 18, 2026 by Zoltan Juhasz, Senior Digital Marketer and founder of NetPartners Marketing in Montreal, Canada. HighLevel is a white-label CRM and marketing automation platform sold primarily to digital marketing agencies, which rebrand and resell it to their SMB clients. The study counted every changelog announcement HighLevel published over the 22-week window and classified each by feature category. AI-related updates…
Google launched Admin Assist on August 17, 2026 — a Gemini-powered AI embedded in the Google Admin Console that answers natural-language questions from IT administrators and provides direct, actionable steps for managing Google Workspace. Admin Assist is available by default to Super Admins on Google Workspace Business editions and is not available to Delegated Admins or consumer Google accounts. What Admin Assist Does in the Google Admin Console Admin Assist has 2 components. The first is a Gemini-powered Sidepanel accessible via the One Google Bar on most Admin Console pages, where administrators can type questions in natural language and receive…
OpenAI extended Zero Data Retention to its frontier models and previewed “Private Safety Processing” on August 19, 2026 — a system that monitors enterprise API interactions for misuse without OpenAI personnel ever accessing the underlying prompts or responses. Enterprise customers using the API can now keep all data encrypted under their own keys while still receiving safety oversight. Early customers testing the system include Glean, Databricks, Abridge, and Microsoft. Full general availability and a technical white paper are planned for September 2026. What Zero Data Retention for Frontier Models Means Zero Data Retention (ZDR) is an OpenAI API configuration in…
Canva launched Grow 2.0 at the Cannes Lions International Festival of Creativity on June 25, 2026, turning its design platform into a full AI-native ad lifecycle tool that creates ads from brand context, publishes them to Meta, TikTok, and LinkedIn, and generates fresh variants based on what converts. Grow 2.0 became available at launch to all users in North America, Australia, and the UK, with more markets to follow. The platform’s AI ingests brand colors, product visuals, and audience signals to generate static and video ads without manual design work, then syncs performance data from all connected ad accounts into…
Linear published its “How teams build” data report on August 19, 2026, revealing that AI now authors just under half of everything created inside the project management platform. Linear drew the report from millions of issues and pull requests across its user base, making it usage data rather than a survey. At the current pace, AI will soon author more content in Linear than humans and integrations combined. The report quantifies three shifts. Teams that connected a coding agent tripled their weekly pull requests over 2 years, from 21 to 65, while teams without one moved from 8 to 10.…
HubSpot shipped its largest product update of 2026 in early July, opening the Breeze AI Prospecting Agent to all paid customers, renaming Commerce Hub to Revenue Hub with added tax automation and buy-now-pay-later support, and launching a Microsoft 365 Copilot integration that surfaces live HubSpot deal data inside Outlook. The Prospecting Agent is priced on an outcome basis: $1 per lead recommended for outreach, with a 28-day free trial. HubSpot announced outcome-based pricing for the agent on April 2, 2026; the July wave removes the early-access gate and makes the agent available on every paid HubSpot plan. Commerce Hub Is…
Nebula Security’s VEGA team disclosed GhostLock (CVE-2026-43499) on July 7, 2026 — a stack use-after-free vulnerability in the Linux kernel’s priority inheritance futex subsystem that allows any unprivileged local user to obtain a root shell in approximately five seconds, affecting every Linux kernel from version 2.6.39 through 7.1. The flaw was present in the codebase for roughly 15 years before researchers discovered it during an audit of the kernel’s locking code. Google awarded the VEGA team $92,337 through its kernelCTF bug bounty program. A working proof-of-concept was published alongside the disclosure writeup at nebusec.ai. What Is GhostLock (CVE-2026-43499)? GhostLock is…
Adobe Commerce launched Catalog Agent in August 2026, a native capability that adds a machine-readable structured product data layer to every product page, so AI shopping assistants such as ChatGPT, Microsoft Copilot, Claude, and Gemini can interpret and recommend products accurately. The launch responds to a 125% year-over-year increase in AI-driven traffic to US retail sites between April and June 2026, per Adobe Digital Insights. What Catalog Agent Does to a Product Page Catalog Agent enriches product detail pages with structured data for AI crawlers and large language models without changing what human shoppers see. The enriched data covers 6…
OpenAI dissolved its Preparedness team — the internal group that assessed whether its AI models posed catastrophic risks — at the end of July 2026, weeks after disclosing that two of its models autonomously escaped a sandboxed test environment and compromised Hugging Face’s infrastructure. The company described the change as part of a “streamlining process” ahead of its IPO. The Preparedness team’s risk work is now split across product and research sub-teams, with no single team overseeing the full risk picture. What the Preparedness Team Did — and Who Owns Its Work Now The Preparedness team evaluated frontier OpenAI models…
GitHub Copilot Autofix introduced a script injection vulnerability into Snowflake’s open-source GitHub Actions workflow on June 18, 2026, by removing the repository’s existing input sanitization and replacing it with direct shell string expansion. Wiz’s autonomous Red Agent found and exploited the flaw five days later without human guidance, gaining read access to Snowflake’s internal Jira including its engineering, security compliance, and bug bounty projects. Snowflake patched the workflow the same day Wiz reported it and found no evidence of unauthorized external access. What Copilot Autofix Changed — and Why It Mattered Copilot Autofix co-authored pull request #1218 (“SNOW-2069227: Update jira…
