InfoQ Homepage News
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Datadog Employs LLMs for Assisting with Writing Accident Postmortems
Datadog combined structured metadata from its incident management app with Slack messages to create an LLM-driven functionality assisting engineers in composing incident postmortems. While working on this solution, the company dealt with the challenges of using LLMs outside of the interactive dialog systems and ensuring that high-quality content was produced.
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QCon London 2025 Day 1: Parsing Data from Space, Developer Joy, Local First Apps, Platforms
The 19th annual QCon London conference was held at The Queen Elizabeth II Conference Centre in London, England. This three-day event, organized by C4Media, consists of presentations by expert practitioners. Day One, scheduled on April 7th, 2025, included a keynote address by Dr. Kenneth Harris and presentations from five conference tracks.
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Anthropic's "AI Microscope" Explores the Inner Workings of Large Language Models
Two recent papers from Anthropic attempt to shed light on the processes that take place within a large language model, exploring how to locate interpretable concepts and link them to the computational "circuits" that translate them into language, and how to characterize crucial behaviors of Claude Haiku 3.5, including hallucinations, planning, and other key traits.
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Claude for Education: Anthropic’s AI Assistant Goes to University
Anthropic has announced the launch of Claude for Education, a specialized version of its AI assistant, Claude, developed specifically for colleges and universities. The initiative aims to support students, faculty, and administrators with secure and responsible AI integration across academics and campus operations.
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QCon London 2025: the Origin Story of AMQP - Advanced Message Queuing Politics
Join John O'Hara, creator of the Advanced Message Queuing Protocol (AMQP), as he shares the compelling journey of this groundbreaking technology at QCon London. Discover the intricate dynamics of collaboration, challenges faced, and the human element in open standards. O'Hara's insights illuminate the politics behind technology development, proving vision is as vital as innovation.
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PlanetScale Vectors Now GA: MySQL's Missing Feature?
PlanetScale has recently announced that vector support is now generally available. Created as a fork of MySQL, this new feature allows storing vector data alongside an application's relational MySQL data, removing the need for a separate specialized vector database.
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How Senior Software Engineers Can Learn from Junior Engineers
A rigid hierarchical dynamic between senior and junior software engineers can stifle innovation, discourage fresh perspectives, and create barriers to collaboration. According to Beth Anderson, senior engineers can actively learn from their junior counterparts. She suggests creating an environment of mutual growth, psychological safety, and continuous learning.
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How Meta Uses Precision Time Protocol to Handle Leap Seconds
For systems that require strict synchronization—like distributed databases, telemetry pipelines, or event-driven architectures—handling leap seconds incorrectly can lead to data loss, duplication, or inconsistencies. As such, managing leap seconds accurately ensures system reliability and consistency across environments that depend on high-precision time.
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QCon London 2025: Achieving AI Precision through Intelligent Data Retrieval
Adi Polak, a Confluent expert, addressed AI precision challenges at QCOn London 2025, introducing agentic RAG to enhance data retrieval accuracy. With insights on the limitations of current systems and actionable strategies for implementation, Polak emphasized precision as a crucial factor in operationalizing AI, building trust, and improving business outcomes.
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Radical AI Releases TorchSim: a PyTorch-Native Engine for Next-Generation Atomistic Simulations
Radical AI has announced the release of TorchSim, a next-generation atomistic simulation engine built natively in PyTorch and designed for the MLIP (machine-learned interatomic potentials) era.
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Microsoft Collaborates with Anthropic to Launch C# SDK for MCP Integration
Microsoft has partnered with Anthropic to develop an official C# SDK for the Model Context Protocol (MCP), an open protocol designed to connect large language models (LLMs) with external tools and data sources. The SDK is open-source and available under the modelcontextprotocol GitHub organization.
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Using Artificial Intelligence in Software Testing
Quality Assurance Engineers can evolve into artificial intelligence (AI) strategists, guiding AI-driven test execution while focusing on strategic decisions. Rather than replacing testing roles, AI can enhance them by predicting defects, automating test maintenance, and refining risk-based testing. Human-AI collaboration is crucial for maintaining quality in increasingly complex software systems.
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QCon London 2025: Insights from 20+ Years in Mission-Critical Infrastructure
Matthew Liste, head of infrastructure at American Express, shared insights at QCon London 2025 on building robust cloud platforms in financial services. With 20+ years of experience, he emphasized stability, security, scalability, the value of interchangeable components, and long-term sustainability, urging professionals to maintain focus and foster a strong team culture for platform engineering.
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QCon London: Bringing DevOps Principles to Controls and Audit
Ian Miell delivered a talk at QCon London 2025 on a modernised approach to compliance, announcing an open-source project that aims to solve many of the problems seen in the audit and compliance process. Miell highlighted that there's a disconnect between modern DevOps practices of automation and repeatability, and traditional audit and compliance procedures.
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Lessons on How to Get Timeouts, Retries and Idempotency Right from Sam Newman at QCon London
At QCon London, Sam Newman - the architect who has attributed the coining of the term microservices, went back to the basics to underline the three critical things to get right when working with distributed systems: timeouts, retries and idempotency. Through the talk, he provided mechanisms allowing distributed systems to be more robust.