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16h ago · 11 min read · TL;DR Vector search ignores your permission model: an engineer can ask your RAG assistant about board-level financials and get them, because semantically close = retrieved, and a restricted chunk in
IRInferHaven and 1 more commented5h ago · 8 min read · Phase 4 gave the study system memory of individual problems — when each one is due for review based on SM-2. Phase 5 asks a different question: zoomed out across all topics, what should I actually be
Join discussion11h ago · 8 min read · Deploying a multi-node SQL Server AlwaysOn Availability Group (AG) is the gold standard for achieving high availability and robust disaster recovery across enterprise infrastructure tiers. However, co
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1h ago · 10 min read · This article explains what compliance components must be built before launch and why they should be treated as part of the product architecture, not as paperwork added later. Why Compliance Matters in
Join discussionFull Stack Development
1 post this monthProgrammable Infrastructure & EVM Execution Intelligence
5 posts this monthI do fancy stuff with Oracle APEX #orclapex
6 posts this monthSenior .Net Engineer
4 posts this monthHey, I’m Ahmer — a Software Engineering student & full-stack dev sharing projects, dev logs, and lessons from the code trenches.
2 posts this month



Full Stack Development
1 post this monthProgrammable Infrastructure & EVM Execution Intelligence
5 posts this monthI do fancy stuff with Oracle APEX #orclapex
6 posts this monthSenior .Net Engineer
4 posts this monthHey, I’m Ahmer — a Software Engineering student & full-stack dev sharing projects, dev logs, and lessons from the code trenches.
2 posts this monthAwesome project! Turning Johan Liebert into an AI-powered Discord bot is both creative and technically impressive. Great work
Nice explanation of the differences between find(), findIndex(), findLast(), and findLastIndex(). The examples make it easy to understand why JavaScript starts indexing from 0, which is often a point of confusion for beginners.
Excellent summary! Multi-Agent Orchestration and MCP integration are game-changers. Summer '26 clearly shows Salesforce is going all-in on AI-powered enterprise workflows.
Though we are moving at a fast pace towards AI agents, I personally feel that AI agents could be used as assistants rather than replacing humans. As we know, sometimes AI agents start hallucinating. That is where engineers are needed the most—to check and rectify issues before shipping. OR, we could come up with something that would help AI agents perform better without hallucinating.
Internal wikis and markdown files go completely out of date the minute they hit the main branch. Humans get lazy, and code moves too fast. Since modern models rely on precise, structured context, stro
Strong typing tells me what the system accepts, it doesn't tell me why the system exists or why a business rule was added. I still find that...
Strong typing definitely reduces ambiguity and provides valuable context for both developers and AI tools. However, I don't think it complet...