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81 postsCoalent: An LLM Answer Cache That Invalidates When Source Changes
Coalent offers an LLM answer cache that automatically invalidates when sources change.
When GraphRAG Is Overkill: A Break-Even Test for RAG and Graphs
Explore the importance of question classification in evaluating GraphRAG's effectiveness and cost. Discover the balance between point lookups and complex relationships.
Target SVP: The Real AI Advantage Lies in the Ecosystem, Not Models
Siobhán Mc Feeney of Target explains that the competitive advantage comes from the ecosystem around AI models, not the models themselves.
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.comBuilding on ATProto: Opportunities and Challenges
Bluesky's Atmosphere Protocol offers opportunities for developers, yet limitations exist in privacy and data control.
Avoid Putting an LLM Behind an MCP Server
Explore the issues of placing LLMs behind MCP servers and their importance for engineers. Focus on speed and efficiency.
Banking's 20-Year Struggle with Alert Noise: Lessons for Engineering
The banking sector's struggle with alert noise offers valuable lessons for engineering teams in managing alerts more effectively.
AI Agents' Failure Explained: A Data-Driven Analysis
Explore the reasons behind AI agents' failures and the challenges of reliability.
LLM-Style Scaling Laws Apply to Sensor Data as Well
Scaling laws for LLMs also apply to wearable models, presenting new startup opportunities.
My D&D Campaign Notes Accidentally Matched Google's New RAG Spec
My D&D campaign notes system accidentally matched Google's Open Knowledge Format. How did this impact my querying processes?
AI: The Biggest Opportunity and Threat in Storage
AI is reshaping the IT storage sector, offering opportunities and challenges in data management and security.