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llm
476 postsGuardrails Must Be Code: How a Local LLM Corrupted APFS
A local LLM server on a Mac Mini corrupted APFS due to low disk space. The fix involved a code-level block and a revival checklist.
Understanding the LLM Stack: Core Components and Functionality
A comprehensive series on the modern LLM stack. Explore core concepts from vectors to agent protocols.
Detecting Prompt Injection Attacks on Purpose-Specific LLM Agents
A new framework is proposed for detecting prompt injection attacks on purpose-specific LLM agents.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comLessons from Integrating an LLM Inside a Drag-and-Drop Editor
An overview of challenges and solutions faced when integrating an LLM into a drag-and-drop editor.
Loopers: Atomic Pre-Call Budget Checks for LLMs Using Redis Lua
Loopers acts as a firewall to prevent budget overruns for LLMs. Open-source with fast updates.
I built an LLM eval framework from scratch: Lessons learned
Sharing my journey of building an LLM evaluation framework and key lessons learned.
What’s the Smallest Model for Webpage Auditing Without Fabricating Findings?
An experiment with four models shows Qwen3.5-9B excels in SEO auditing accuracy.
I trained a 113M-parameter earthquake LLM from scratch
A 113M-parameter earthquake LLM was trained from scratch. The entire process is explained step by step.
The Silent Epidemic of LLM Technical Debt
The risk of LLMs creating technical debt during the AI product prototyping phase is increasing. This has significant implications for engineers.
LangGraph Pipelines Can Succeed and Still Be Wrong
LangGraph pipelines can finish cleanly while routing decisions silently drift wrong. See why maker/checker divergence and state snapshots catch what standard monitoring misses.