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data
103 postsBuilding 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.
A Bitter Lesson for Data Filtering
Exploring the necessity of data filtering in large model pretraining. Low-quality data may provide unexpected benefits.
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.comWeatherNext 3: Hourly Weather Forecasts Using Live Satellite Data
Google's WeatherNext 3 model offers hourly weather forecasts using live satellite data.
Why I Refuse to Sell My App’s Most Valuable Feature
Exploring the reasons behind my refusal to sell valuable data in my fishing app.
Anchoring Bias in LLM-as-a-Judge Systems: Prior Scores Compromise Evaluation
This study explores how prior scores in LLM-as-a-Judge systems affect evaluations, emphasizing the need for careful context engineering.
900 Data-Agent Runs: Insights on Accuracy, Reproducibility, and Errors
Insights from 900 data-agent runs analyzing accuracy and reproducibility in U.S. farmers markets.
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.