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Software Engineering.

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Software Engineering · 19 Aug 2026 · 9 min read

Demystifying Auto-Mode: Intent Classifiers, Kernel Sandboxing, and the Frontier of Autonomous Agent Guardrails.

Automating agent permissions solves "permission fatigue" but risks security. This analysis explores decoupled intent classifiers like Auto Mode, defense-in-depth via sandboxing, and emerging local guardrails like Shieldstral and AgentWorld.

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Agents · 17 Aug 2026 · 10 min

Zero-G, Zero-Prompts: Lifting the Heavy Burden of Permission Fatigue in Google Antigravity

How a decoupled security gate brings auto-mode intelligence and static policy control to Google Antigravity 2.0 without sacrificing user agency.

Software Engineering · 15 Aug 2026 · 3 min

Remote Control for Google Antigravity: Secure Tailscale Access via Caddy

Access Google Antigravity remotely over your private Tailnet. This guide shows how to configure Caddy to bypass loopback Host header checks and stream SSE responses, set up systemd lingering for persistence, and install the interface as a mobile PWA.

How To · 14 Aug 2026 · 4 min

Automated RPM Repackaging with COPR: Bridging Standalone Binary Releases to DNF Repositories

Software Engineering · 13 Aug 2026 · 8 min

A Personal CMS on Cloudflare: One Author, Zero Servers

Markdown in a database, rendering in the browser, and a static site that rebuilds itself when you hit publish.

Python · 08 Aug 2026 · 6 min

A Felted Yarn of Python and C++

Unravel the common thread binding these languages together. Explore interop solutions that tie the knot between rapid scripting and high performance.

LLM · 01 Aug 20261 min

FastFlowLM: Systemd memlock Limits.

Fix mmap(err=-11) in FastFlowLM by overriding systemd's 8 MB DefaultLimitMEMLOCK. Learn why PAM limits fail for user services.