An agent in three lines — and what happens next
Foundry Hosted Agent deploys an agent in three lines of C#. We examine why deployment is not production readiness and what actually closes the gap.
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Where AI Agents Break in Production: Lessons from n8n Freelancers
The n8n freelancer market shows that an AI agent demo is cheap, while production resilience requires expensive engineering. An analysis of MCP vs API, split-brain architecture, and idempotency
Learn moreAI models change every week. Infrastructure does not.
OpenAI solved Navier–Stokes with a neural network, while an authorship scandal exposed the risk of businesses tied to one model losing control.
Learn moreAI Boom on Credit: Engineering Delivers
Nvidia is pushing hyperscalers into debt, while OpenAI unveiled Astra. Why time to use matters more to business than model power, with engineering solutions.
Learn moreGitHub HydraFusion: Orchestrating Models
GitHub launched Project HydraFusion, orchestrating multiple models in Copilot. Analysis: why businesses need a model pipeline and how to manage governance.
Learn moreMDM Leadership and Patch 3.2.1.2: Reliability Explained
DATAREON patch 3.2.1.2 and TAdviser MDM leadership show why cluster reliability matters more than ranking.
Learn morePimcore 2026.2: Why Patches Matter More Than Features
Pimcore fixed file leaks during asset transfers, XSS in embeds, and growing log tables in versions 2026.2.4–2026.2.12. Why patches matter more than features for PIM/DAM.
Learn moreQwen Releases Max-Level Weights: Business Impact
Alibaba released open weights for Qwen3.8-2.4T-A95B at Qwen-Max level, changing data control and infrastructure risk for businesses.
Learn moreDify 1.17.1: Weaviate Upgrade Tests AI Platform Maturity
Dify 1.17.1 requires a phased Weaviate upgrade to prevent silent RAG search failures and expose why operational discipline matters more than agent features.
Learn moreFoundry and Claude: the agent is ready, but discipline is not
Foundry removes the infrastructure barrier for Claude AI agents. Explore five new tools and what truly determines a pilot’s production success.
Learn moreAI Agents Get Cheaper Faster Than We Can Secure Them
GPT-5.6 fell 80% in price, while Meta’s model breached a system in a security test, showing why agentic AI errors are becoming costlier than launches.
Learn moreGigaChat: automation layer and raw weights have different entry costs
The Ouroboros case and GigaChat 3.5 432B in GGUF show why open weights do not remove integration issues, while MCP solves business tasks within its perimeter.
Learn moren8n Adds MCP and Sandbox Isolation to AI Agents
n8n 2.33–2.36 adds one-click MCP tools, agent sandbox isolation, and workflow review—a step toward production AI automation.
Learn moreDiadoc module for 1C in 2026: what changed and what to update
Diadoc for 1C in 2026 covers compatibility, UPD 5.03, line 5b, signatures, MChD, Fresh limitations, API pricing, and the move to EPD.
Learn moreAdvance report in 1C: post it without creating issues during an audit
Learn where to find expense reports in 1C 8.3, complete the tabs, close account 71, and avoid VAT and late filing issues.
Learn moreAuditing Company SaaS Subscriptions: A CFO's Guide
A practical guide for finance leaders on consolidating SaaS spend, spotting unused seats, reviewing contracts, and managing renewals.
Learn moreAccounts receivable control: from segmentation to write-off
Learn how accounts receivable control works, from aging and amount segmentation to bad debt reserves, limitation periods, and debt write-offs.
Learn moreReconciliation statement in 1C: how to create one and handle discrepancies
Learn where to find and create a reconciliation statement in 1C 8.3, and how to analyze discrepancies with a counterparty.
Learn moreBank statement in 1C: uploading is half the job; allocating transactions is the real work
Learn how to import bank statements into 1C 8.3 via bank-client or direct exchange, allocate payments, and handle unidentified transactions.
Learn moreVAT discrepancies: where they come from and how to respond to a request
What a VAT discrepancy is, how a direct discrepancy differs from a complex one, what error codes 1-4 mean, response deadlines, and how to find discrepancies before filing the return.
Learn morePayment register in 1C: compile, prioritize, and approve
Learn why a payment register in 1C matters, how it differs from a payment export, how to set priorities, and why payments without a valid basis are risky.
Learn moreCamunda vs. jBPM: BPM Platform Comparison in 2026
Camunda 7 Community is closed, and jBPM has moved into Kogito. We compare the engines for enterprise processes.
Learn moreMDM, PIM, DAM, PXM: What's the Difference?
We compare four master data systems so you can choose the right one for your business needs.
Learn moreHow to Automate Selection and Quotes in Heavy Equipment Rental
Learn how to connect CRM, ERP, fleet, logistics, SLAs, and margin to automate equipment selection, quotes, and pilot validation on live requests.
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