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Notes from the build.

Engineering deep-dives, AI in production, and what we've learned shipping software that has to work.

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Abstract dark-themed illustration of digital security with lock icons and code fragments representing secrets sprawl in AI-assisted development

Engineering · DevOps & Infrastructure

Your AI Coding Assistant Is Leaking Your Secrets

Every AI-generated commit doubles your odds of shipping a hardcoded credential. Here's the defense playbook before 29 million leaked secrets becomes your problem.

Strahinja Polovina·June 15, 2026

AI & Machine Learning · DevOps & Infrastructure

AI Observability in 2026: Why You Can't Ship What You Can't See

The $2.69B AI observability market is surging because shipping AI blind breaks production. Here's the enterprise monitoring playbook for 2026.

Strahinja Polovina·May 8, 2026

AI & Machine Learning · Engineering

Who Owns AI-Generated Code? The IP Playbook Every Enterprise Needs in 2026

35% of AI-generated code has licensing issues. Here's the enterprise IP playbook to protect ownership, ensure compliance, and avoid costly lawsuits.

Strahinja Polovina·May 7, 2026

AI & Machine Learning · Engineering

Multi-Agent Orchestration in 2026: How to Build AI Teams That Actually Ship

57% of teams run agents in production, but most orchestrate them wrong. Here's how to pick the right framework and patterns for multi-agent systems.

Strahinja Polovina·May 5, 2026

DevOps & Infrastructure · Engineering

Sovereign Cloud in 2026: Why Data Residency Is Your Next Infrastructure Priority

The sovereign cloud market hits $195B in 2026. Here's why data residency is reshaping enterprise cloud strategy and how to build for it.

Strahinja Polovina·May 4, 2026

Engineering · AI & Machine Learning

Vibe Coding in 2026: From Developer Hack to Enterprise Standard

87% of Fortune 500 companies now run vibe coding platforms. Here's how enterprises are turning the AI coding movement into a production-grade methodology.

Strahinja Polovina·May 3, 2026

Engineering · AI & Machine Learning

AI-Generated Code Security in 2026: Why 92% of Codebases Ship Vulnerable

92% of AI codebases have critical vulnerabilities. Here's the OWASP-backed playbook to secure AI-generated code before it reaches production.

Strahinja Polovina·May 2, 2026

Engineering · AI & Machine Learning

AI Legacy Modernization in 2026: How to Cut Migration Time by 50%

80% of IT budgets go to legacy systems. AI-powered modernization cuts migration timelines by 50% and costs by 21%. Here's the enterprise playbook.

Strahinja Polovina·April 30, 2026

AI & Machine Learning · Engineering

Background AI Agents in 2026: Code Ships While You Sleep

Background agents now write code, open PRs, and fix bugs autonomously. Here's how async AI coding is reshaping developer productivity in 2026.

Strahinja Polovina·April 29, 2026
SigmaJunction

Custom software and AI systems for companies that want measurable results. Senior European team.

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