Gaidar Magdanurov

Exciting to see hundreds of partners signing up for our new secure hyperconverged infrastructure (HCI) and infrastructure-as-a-service (IaaS) solution right away. Let me know if you want to talk about it! acronis.com/en/products/cl…

The internet was built for people clicking through pages, filling out forms, and deciding in real time. It is no longer the case. The next wave of "users" arriving on the internet are AI agents that act on behalf of humans. Gartner projects that 40% of enterprise applications will embed task-specific AI agents by the end of 2026. Akamai reports AI bot traffic surged over 300% across its network in 2025. And Gartner predicts that by 2028, 90% of B2B buying will be agent-intermediated, pushing over $15 trillion through agents. Yet, most businesses are not ready for this. Their websites are designed for humans. Their checkout processes require form-filling that is hard for agents to navigate. Their data is locked inside visual layouts that look beautiful to people but are hard for agents to consume. For MSPs, this gap between where the internet is going and where most businesses are today is exactly the gap that creates advisory revenue opportunities. mspnotes.com/the-internet-i…

The recent supply chain attack on litellm highlighted the problem - every software vendor and every customer using any software with third-party libraries is exposed to vulnerabilities in the dependencies of those libraries. A poisoned version of a popular Python library with over 90 million monthly downloads could harvest SSH keys, cloud credentials, database passwords, and every API key stored on the affected machine. The attack was caught by accident — a bug in the malicious code crashed a developer's machine, triggering an investigation. Without that bug, it could have run undetected for weeks. For MSPs specifically, the question is not just "how does this work." The question is: what do you do about it for your customers, starting right now? mspnotes.com/what-the-litel…

@bcherny It’s amusing that I created the exact same system last week using a script to manage my notes and knowledge. I should have waited a bit :)

Released today: /loop /loop is a powerful new way to schedule recurring tasks, for up to 3 days at a time eg. “/loop babysit all my PRs. Auto-fix build issues and when comments come in, use a worktree agent to fix them” eg. “/loop every morning use the Slack MCP to give me a summary of top posts I was tagged in” Let us know what you think!

Most MSP owners track revenue, cost, and margin and clearly understand how discounts and variable costs affect their margins, yet quite a few don't appreciate how much improvement in the productivity of their tech team and ability to serve more customers influence their margins. Today, with the widespread of AI tools to automate MSP productivity, and availability of natively integrated platform for MSPs, significant increase of productivity is possible, and the margin impact for MSPs is substantial. The math behind MSP profitability is surprisingly simple. And it reveals something most business owners overlook: a modest improvement in productivity can produce an outsized improvement in profit margins. mspnotes.com/doubling-msp-p…

@bcherny Thank you!

We shipped Claude Code as a research preview a year ago today. Developers have used it to build weekend projects, ship production apps, write code at the world's largest companies, and help plan a Mars rover drive. We built it, and you showed us what it was for.

Announcing a new Claude Code feature: Remote Control. It's rolling out now to Max users in research preview. Try it with /remote-control Start local sessions from the terminal, then continue them from your phone. Take a walk, see the sun, walk your dog without losing your flow.

@dr_cintas Sweet! Payed a little bit with it - great tool for web designers and developers that want to have more control over the final design.

Figma meets Claude Code! Pencil is an infinite design canvas that runs parallel design agents locally. → Turn designs into code → Runs locally with Claude Code → Works with VSCode, Cursor 100% free, no subscription

@rohanpaul_ai @ssankar The cost eventually will be a limiting factor.

Palantir CTO @ssankar on LLM orchestration: Send one prompt to K LLMs. Each returns a full answer. A synthesis step reads all outputs, compares and reconciles them, then produces one best combined response.

It is amazing how a simple little software tool can change the quality of life... I switched from the built-in terminal to Ghostty, and it is just amazing how all the little tiny pains went away. Last time I was so excited when I installed OhMyZsh years ago... Tiny little things saving a few minutes here and there add up to saving productive hours every month.

@big_duca Someone has to prompt the Claudes, talk to customers, coordinate with other teams, decide what to build next. Engineering is changing and great engineers are more important than ever.

A single most useful prompt for Claude Code after it has just wrote some code (consider developing a skill based on that): Review the code you just wrote. Analyze it against the following checklist and produce a prioritized improvement plan: ## Correctness & Consistency - Logic errors, edge cases, off-by-one errors - Inconsistent naming conventions, patterns, or abstraction levels across the codebase - Type mismatches or implicit assumptions between components ## Code Quality - DRY violations — identify every instance of duplicated logic and propose specific abstractions - Dead code, unused imports, unreachable branches - Functions doing too much (SRP violations) — flag any function over ~30 lines ## Performance & Resource Management - Memory leaks: unclosed connections, missing cleanup, unremoved event listeners, circular references - N+1 queries, unnecessary re-renders, unbounded data structures - Missing timeouts, rate limits, or backpressure on I/O operations - Blocking calls in async contexts ## Overengineering - Premature abstractions — code that adds indirection without a second use case - Unnecessary design patterns, wrapper classes, or config-driven logic that could be a simple function - Layers that just pass through without transforming ## Error Handling & Resilience - Silent failures, swallowed exceptions, missing error propagation - Missing input validation at trust boundaries - No retry/fallback logic where external calls can fail ## Output format For each issue found, provide: - File:line — exact location - Severity — critical / major / minor - Issue — one-sentence description - Fix — concrete code change or refactor (not just "consider improving") Sort by severity descending. Group related issues that should be refactored together. If the code is clean in a category, skip it — don't pad the review.

Winter SHIELD is not about perfection. It’s about raising the baseline across organizations by making sure fundamentals are actually in place — consistently and defensibly. That makes it especially relevant for MSPs and SMBs, where limited staff and tool sprawl often make “doing the basics well” harder than it should be. acronis.com/en/tru/posts/c…

@trq212 This is just magical! I was doing session review to update CLAUDE.md, and /insights is much more extensive and insightful. And feeding it back to Claude improved performance immediately.

We've added a new command to Claude Code called /insights When you run it, Claude Code will read your message history from the past month. It'll summarize your projects, how you use Claude Code, and give suggestions on how to improve your workflow.

Acronis President @Gaidar Magdanurov sat down with @ChannelE2E to discuss our latest Acronis Archival Storage launch, a new cold storage tier within Acronis Cyber Protect Cloud that simplifies long-term data retention for MSPs. The solution helps partners offer predictable, compliant, and easy-to-manage archival storage without the complexity of multiple vendors or unpredictable costs. “In the era of AI, data is the most valuable asset. Customers want to store more data and keep it longer.” — Gaidar Magdanurov, President of Acronis 🔗 Read the full article here: bit.ly/4ti73Ge

This is an example how using AI tor development can quickly lead to security issues. An AI agent reviewing other AI agents code will solve most of the problems, but incorrect architecture will bite painfully strongly...

I gained complete access to @moltbook's database -The AI Agents Social Network - in under 3 minutes. API keys of every agent. Over 25k email addresses. Private agent-to-agent DMs, and full write access. Simply by browsing like a normal user. Here's what happened 🧵

📉 MSP margins are shrinking fast. Traditional service models can’t keep up with endpoint sprawl With the modern workspace everywhere, MSPs face rising costs, growing complexity, and unsustainable operational pressure. The solution? Hyper-productivity through automation, AI, and integrated platforms. One technician can now manage 400–500 endpoints instead of 250, achieving faster response times, lower costs, and better service quality. 🔗 Discover the 4‑phase roadmap developed to help MSPs transform operations, scale profitably, and deliver better outcomes: bit.ly/3NvtHKP

AI adoption is rapidly accelerating across companies of all sizes, yet in most cases it is happening without strategy and governance, diminishing effectiveness and creating security risks. “Shadow AI” is the modern plague. This creates a major opportunity for MSPs to step up as trusted AI adoption advisors, increase customer satisfaction, and establish one more revenue stream. Reviewing recent research by a variety of analyst firms, we identified the top three AI implementation risks for SMBs that MSPs can reduce: lack of visibility on AI usage, AI usage policy, and operational control. mspnotes.com/guide-for-msps…