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llm
471 postsSlack Speeds Up Security Investigations with a Multi-Agent Architecture
Slack's security engineering team explains how it evolved a simple prompt prototype into a structured multi-agent system with Director, Expert, and Critic roles.
Stigmergy: A Karpathy-Style LLM Wiki for Teams
Stigmergy introduces a team-focused LLM wiki inspired by Karpathy's concept, enhancing collaboration.
LLM in Product Search: Failures and Lessons Learned
Challenges and lessons learned from developing a natural language product search engine.
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.comOpenCyvis: An Open-Source AI Phone Agent Running Your Own LLM
OpenCyvis turns Android into an AI phone, allowing natural language tasks while ensuring user data privacy and control.
Reverse Engineering the Closed GoodNotes Format Using LLMs
Export your data using an open-source Python toolkit that decodes GoodNotes format.
Coalent: An LLM Answer Cache That Invalidates When Source Changes
Coalent offers an LLM answer cache that automatically invalidates when sources change.
WMTrace: A New Tool for Understanding LLM Text Watermarks
WMTrace is a tool that analyzes LLM text watermarks, providing forensic detection and explainable analysis.
LLM Batch API Pricing: The Under-Budgeted Discount in AI Models
LLM batch API pricing shows that Google and OpenAI offer half their synchronous rates. Key insights for engineers.
Managing an Organizational Knowledge Graph with LLM and Event Sourcing
Arkency shares its process of building an organizational knowledge graph using LLM and event sourcing.
Benchmarking Cheap LLMs for Production Agent Traces
We benchmarked cheaper LLMs for production agent traces. The results were significant.