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Latest in Architecture & Patterns
A review checklist for AI coding agent output (7 things I check before trusting a change)
12+ min ago (496+ words) Every team running an AI coding agent eventually hits the same wall: the agent produces a lot of output, and reviewing that output is now the bottleneck. A terminal transcript is not a review artifact. Here is the checklist I…...
10 Best Notion AI Memory Alternatives in 2026
6+ hour, 43+ min ago (941+ words) Developers and power users alike are now searching for dedicated, platform-agnostic memory layers that can connect across multiple tools, frameworks, and agents. Whether you are building an enterprise-grade autonomous agent, a multi-modal customer support bot, or just trying to organize…...
Introducing the New Salesforce Well-Architected Framework
8+ hour, 9+ min ago (509+ words) The Salesforce Well-Architected Framework is evolving to give architects the principles and guidance to navigate new possibilities, balance architectural priorities, and design trusted solutions for the Agentic Enterprise. Enterprise architecture is changing in complexity, rate of change and tolerance for…...
Aurora DSQL vs CockroachDB vs Spanner 2026 Compared
3+ hour, 17+ min ago (1170+ words) Amazon Aurora DSQL reached general availability on May 28, 2025, and AWS describes it as “the fastest serverless, distributed SQL database with active-active high availability and multi-Region strong consistency,” according to the official AWS launch announcement. As of 2026, Aurora DSQL runs in…...
The cost of technical debt
4+ hour, 16+ min ago (133+ words) AI Software Factory Summit | Feb 22-24, 2027 The work itself is rarely hard. A framework moves, a dependency is deprecated, an API is replaced. What makes it expensive is the count. The same small change has to land in hundreds or thousands…...
AI Agent Orchestration: Types, Steps, and Benefits
3+ hour, 40+ min ago (1512+ words) From planning and research to analysis and content creation, AI agent orchestration makes complex workflows easier to manage. Kimi Agent Swarm brings multi-agent collaboration together to help users automate tasks and deliver complete project outcomes. AI agent orchestration is a…...
How to structure a freemium WordPress plugin that passes wp.org review
55+ min ago (816+ words) If WordPress.org rejected your plugin for "trialware" or "locked functionality," you didn't do anything unusual — you did the thing every SaaS tutorial tells you to do, and it's exactly what the directory forbids. Here's the rule, and the structure…...
MCP Just Went Stateless: What the 2026 Spec Actually Changes for Your Servers
1+ hour, 48+ min ago (789+ words) For its first two years, MCP was a protocol that assumed it was talking to a process on your laptop. That assumption was baked in deep, and nowhere deeper than in the session. Every connection started with a handshake. The…...
Harness engineering doesn't mean building your own harness
1+ hour, 35+ min ago (280+ words) It means giving the agent enough context to do the right thing For this week's Agent Factory podcast, I interviewed Ryan Lopopolo, the engineer who coined the term "agentic harness." What's in the video How to Stop Writing Code Manually:…...
What Does a 1 Million Token Context Window Actually Look Like?
1+ hour, 4+ min ago (571+ words) "1M context" is now a normal line in model specifications. But it is a terrible human-scale unit. Most of us cannot look at: and immediately understand how much information that represents. One Million Tokens is an interactive site that fixes that…...