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software-engineering
75 postsAdversarial Code Obfuscation Against LLM-Based Analysis
Acoda offers an effective defense mechanism against LLM-based code analysis.
Six Agent Harness Capabilities for Higher Model Performance
NVIDIA's NOOA architecture introduces six key capabilities to enhance AI agent performance.
The Acknowledgment Gap in Event-Driven Systems: A Hidden Risk
Learn about the acknowledgment gap in event-driven systems and how to prevent message loss.
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.comEnhance Your Data Insights with Sentry's Seer Agent
Utilize Sentry's Seer Agent for quicker data analysis and issue resolution. The structured context system enhances interactions and reduces costs.
Building Scalable AI Agents with Modular Prompt Transpilation
Enhance AI agent reliability with a modular prompt structure. Learn about necessary validation and version control for production.
GitHub's Copilot Code Review: Lessons from Tool Migration
GitHub's Copilot code review faced challenges with shared tools. Clearer instructions led to a 20% reduction in review costs.
MCP Protocol Deep-Dive: Understanding Tool Discovery Mechanics
Explore the MCP protocol's tool discovery process, including JSON-RPC handshake and dynamic endpoint enumeration with practical code examples.
As AI coding speeds up, the bottleneck shifts to specs
As AI coding autonomy climbs toward full automation, the real bottleneck shifts from writing code to defining what to build. A new open-source pipeline turns meeting transcripts into structured specs.
Signal vs Noise in Code Evaluations: Measuring Developer Skill
How to separate meaningful signal from misleading noise in code evaluations, with practical guidance on designing better technical interviews.
Encoding Team Standards into AI Instructions
Why senior engineers' tacit knowledge causes inconsistency in AI-assisted development, and how it can be turned into executable, versioned instructions.