Agents and LLMs with judgment
39 posts on LLMs and 30 on agents: sandboxes, guardrails, cost per task, and running your own benchmarks instead of trusting screenshots.
Recommended reads
View moreNoroboto: Lying Fonts and Rust Mitigation — A Technical Read Without the Hype
Fonts lie. Noroboto documents how the text subsystem can return incorrect metrics and proposes mitigations in Rust. Before you copy it into production, you need to understand what problem it actually solves, where the common recipe breaks down, and what reproducible experiment is actually worth runn
Aug 17 2026 · 8′ · Opinion · linux · sistemas
Cline in production: the autonomous code agent for VS Code I use with deliberate constraints
Cline can create files, run commands, and open the browser autonomously from inside VS Code. That sounds like productivity. It also smells like risk if you haven't thought through the permissions before you start. My thesis: the mental model matters more than the tool.
Aug 17 2026 · 9′ · Tutorials · TypeScript · LLM
Qwen3 locally with Ollama: what changed in the architecture and whether it's worth switching
Qwen3 landed with thinking mode and real improvements in code generation. But before you replace the model already running in your Ollama setup, there are technical questions you need to answer first. I answer them here without selling hype.
Aug 02 2026 · 9′ · Tutorials · TypeScript · Inferencia Local
Rate limiting in Next.js: what to protect before picking a library
Rate limiting isn't an npm dependency — it's an abuse policy. Before copying middleware, you need to define what asset you're protecting, what abuse pattern you expect, and what a false positive costs you. A guide with a decision matrix, real gotchas, and observability for Next.js.
Jun 22 2026 · 9′ · Tutorials · TypeScript · nextjs
OWASP LLM Top 10 in Production: How I Audited My TypeScript Agent Pipeline Against All 10 Risks — and What I Found
Running the OWASP LLM Top 10 as a real audit is a completely different experience than reading it as a checklist. I ran it against my TypeScript agent stack with system prompts, MCP tools, and Cline — and the findings were uncomfortable.
Jun 20 2026 · 9′ · Tutorials · TypeScript · LLM
Formal Methods and the Future of Programming: What's Worth Trying and Where the Ceiling Is
Formal methods keeps surfacing on the technical radar as the solution the industry ignored. My read: the problem it points to is real, but the recipe floating around omits costs that change the equation entirely.
Jun 15 2026 · 9′ · Opinion · TypeScript · sistemas distribuidos