8 articles
· 2 min read
The 2026-07-28 spec release candidate kills sticky sessions, adds real auth, and makes remote MCP servers deployable like any other web service. Finally.
#mcp#agents#infrastructure
· 3 min read
The July 2026 MCP spec brings a stateless core, tasks and real enterprise auth. What changes for those of us who duct-taped servers together last year.
#mcp#agents#tooling
· 4 min read
Agents do not read your mind, they read your tool descriptions. Most agent failures I debug are tool design failures with extra steps.
#agents#tools#mcp
· 4 min read
File-based memory, context editing and compaction are now first-class API features. The patterns that survive long sessions, and the one that never did.
#agents#memory#context
· 2 min read
Six months of running model review on every PR. The findings, the false alarms, and why it reviews the diff but never the decision.
#code-review#tooling#agents
· 4 min read
Your agent executes text written by a probability distribution. Filesystem, network and credential boundaries for code you didn't write and can't fully predict.
#agents#security#sandboxing
· 4 min read
Million-token windows did not fix context rot, they subsidized it. How I split the window into line items and stopped my agents from getting dumber mid-task.
#context#agents#architecture
· 3 min read
The Replit incident was not an argument against agents. It was an argument against agents holding production credentials with a pinky promise as the guardrail.
#agents#safety#architecture
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