ajayk.sh
ProjectsServicesWritingAboutHire me
← Writing · page 2 of 2

MCP

18 posts tagged mcp.

AllHow-to guides 100DevOps 95Security 90Operations 88Infrastructure 79Kubernetes 77AI agents 73Comparison 48DevSecOps 45AI infrastructure 43Platform engineering 43Observability 41Economics 38Machine learning 34All topics →
Sep 8, 2026

Agent Observability in 2026: The Spans Are Standard, the Standard Isn't Stable, and Nobody Reads the Logs

OpenTelemetry's GenAI conventions moved to their own repo in June and still carry the Development badge; every vendor from Datadog to Grafana ingests them anyway. I instrumented an agent loop with the official Python library, show the exact spans it emits, and go through what the 2026 eval papers say actually catches failures: pass^k, log inspection, and a step budget.

13 min
Sep 7, 2026

Who Is This Agent? Non-Human Identity in 2026, From the RFCs to the Breaches

Machines outnumber humans 109 to 1 in the enterprise directory, the OAuth working group has 70 drafts in flight, MCP just deprecated dynamic registration, and an agent with an over-scoped token deleted a production database in nine seconds. What actually standardised this year, what shipped, and the delegation chain I would build.

16 min
Sep 6, 2026

MCP Security in 2026: The Protocol Got Hardened. The Ecosystem Didn't.

A year of MCP CVEs, a rewritten spec, an NSA guidance sheet and an OWASP Top 10 — what actually changed, what didn't, and the six controls I'd insist on before an MCP server touches production.

12 min
← Newer
12
Older →
Ajay Kumar

Infrastructure engineer, 14 years. I build systems that run other people's code safely — and I'm available for consulting.

Site
ProjectsServices & ratesWritingAbout
Open source
PandaStackRiffPandaFlowGitHub org
Elsewhere
LinkedInUpworkhello@ajayk.sh
© 2026 Ajay Kumar