IDEAS, DECISIONS & LESSONS
Notes on AI, architecture and building useful products.
10 articles
· 5 min read
agentic coding
Coder's new Agent Relay lets Cursor's cloud agents execute inside a customer's own network, with SpaceXAI as launch partner. A look at what this self-hosted execution pattern actually solves, and what it doesn't.
Read more· 4 min read
agents
Salesforce made Claude the default reasoning model across Agentforce and Slack. A technical lead's read on the architecture pattern this sets — and the governance questions every enterprise adopting it needs to answer first.
Read more· 6 min read
ai
Microsoft just released three foundational AI models — MAI-Transcribe-1, MAI-Voice-1, and MAI-Image-2. This isn't just a product launch. It's a strategic shift that every enterprise architect should understand.
Read more· 7 min read
ai-agents
Microsoft released the Agent Governance Toolkit on April 3, 2026 — seven packages covering policy enforcement, cryptographic identity, runtime isolation, and compliance automation. Here's a practical breakdown from someone building production agents.
Read more· 5 min read
a2a
The A2A protocol under the Linux Foundation is quietly becoming the HTTP of the agentic era. Here's what it means for enterprise architects, why it matters more than another model release, and how to think about it from a systems design perspective.
Read more· 6 min read
ai
Gartner says 40% of enterprise apps will embed AI agents this year. But 40% of agentic projects will be scrapped by 2027. Here's what separates the teams that ship production agents from those that get stuck in pilots forever.
Read more· 7 min read
ai
GPT-5.4, Gemini 3.1 Pro, and Claude 4.6 are now neck-and-neck on benchmarks. When the models are equal, everything else becomes the differentiator. Here's how to choose.
Read more· 7 min read
ai
Anthropic refused DoD's mass surveillance deal. OpenAI signed it and lost millions of users overnight. This is not an abstract ethics debate — it's a supply chain risk that every technical lead building on AI APIs needs to understand now.
Read more· 7 min read
ai
Advanced guide to building AI workflow systems at scale: skill libraries, team governance, quality assurance, security compliance, and ROI measurement. For team leads and enterprise architects.
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