Software architecture observability, AI coding agent oversight, and keeping humans in control as code evolves. Insights on architecture management, drift detection, and spec-driven development.https://gjalla.io/https://gjalla.io/blog/ai-coding-agent-governance/https://gjalla.io/blog/ai-coding-agent-governance/Your engineering team is adopting AI coding agents like Cursor, Claude Code, and Windsurf. But without proper governance and supervision, you're trading speed for technical debt and security risks. Here's how to govern AI agents at scale.Mon, 08 Dec 2025 00:00:00 GMTgjalla Teamhttps://gjalla.io/blog/ai-coding-problems/https://gjalla.io/blog/ai-coding-problems/Discover how the gjalla MCP server transforms AI coding assistants into production-ready development partners with comprehensive best practices, security guidance, and architecture insights.Wed, 25 Jun 2025 00:00:00 GMTgjalla Teamhttps://gjalla.io/blog/ai-qa-generative-documentation/https://gjalla.io/blog/ai-qa-generative-documentation/Discover how gjalla's AI-driven Q&A and generative documentation capabilities help in understanding complex systems and automating information retrieval.Tue, 08 Jul 2025 00:00:00 GMTgjalla Teamhttps://gjalla.io/blog/automatic-technical-product-docs-tools/https://gjalla.io/blog/automatic-technical-product-docs-tools/Discover the top tools for automatic technical product documentation. Save time, reduce frustration, and speed up revenue by automating your software docs.Fri, 23 May 2025 00:00:00 GMTElliehttps://gjalla.io/blog/cognitive-debt-is-not-the-new-technical-debt/https://gjalla.io/blog/cognitive-debt-is-not-the-new-technical-debt/AI tools write code 10x faster — but nobody understands it. Cognitive debt is the silent crisis behind your velocity metrics. Here's how to fight back.Fri, 20 Mar 2026 00:00:00 GMTgjalla Teamhttps://gjalla.io/blog/five-categories-of-ai-coding-agent-mistakes/https://gjalla.io/blog/five-categories-of-ai-coding-agent-mistakes/After two years of using AI coding agents, I've cataloged their mistakes. Most are solvable with existing tools, but one category reveals the new interface for software development.Mon, 19 Jan 2026 00:00:00 GMTgjalla Teamhttps://gjalla.io/blog/gjalla-vs-structurizr/https://gjalla.io/blog/gjalla-vs-structurizr/A detailed comparison of gjalla and Structurizr for software architecture documentation. Learn when to use each tool and how they approach the challenge of keeping architecture visible.Sun, 04 Jan 2026 00:00:00 GMTgjalla Teamhttps://gjalla.io/blog/future-of-software-engineering/https://gjalla.io/blog/future-of-software-engineering/AI isn't killing software engineering—it's shifting the abstraction layer upward. Engineers are becoming architects and auditors, not code janitors.Sat, 11 Jan 2025 00:00:00 GMTgjalla Teamhttps://gjalla.io/blog/manage-code-like-infra/https://gjalla.io/blog/manage-code-like-infra/Learn how to verify AI-generated code like you verify infrastructure. Use state management to close the gap between what the system does and what anyone thinks it does.Tue, 27 Jan 2026 00:00:00 GMTgjalla Teamhttps://gjalla.io/blog/context-for-agents/https://gjalla.io/blog/context-for-agents/Explore why even the most advanced coding agents can go off the rails without proper context, and how gjalla bridges this critical gap in AI-assisted development.Sat, 21 Jun 2025 00:00:00 GMTgjalla Teamhttps://gjalla.io/blog/spec-aggregation-and-monitoring/https://gjalla.io/blog/spec-aggregation-and-monitoring/Spec-driven development is transforming AI coding workflows, but critical gaps in spec aggregation and source code monitoring threaten to undermine its promise. Here's what's missing and how to fix it.Mon, 08 Dec 2025 00:00:00 GMTgjalla Teamhttps://gjalla.io/blog/report/https://gjalla.io/blog/report/We ran 70 paired comparisons across 8 production codebases. gjalla-enabled agents produced higher quality output in 89% of cases, with quality that stays flat regardless of task complexity.Sat, 07 Feb 2026 00:00:00 GMTgjalla Teamhttps://gjalla.io/blog/spec-driven-development-with-gjalla/https://gjalla.io/blog/spec-driven-development-with-gjalla/Learn how to adopt spec-driven development workflows with AI coding tools by starting with automatically generated specs from your existing codebase using gjalla.Mon, 24 Nov 2025 00:00:00 GMTgjalla Team