Blog
Practical notes on AI tools, programming, software engineering, and technology.
Mythic Unveils Analog Compute In Memory Architecture For AI Inference
Run neural networks directly inside flash memory arrays. Use mythic analog compute memory to slash edge AI power draw and latency.
Nvidia Research Shows Agent Harness Matters More Than Underlying AI Model
Fine-tuning nvidia ai agent harness stops execution drift. New research proves system design beats raw model power for complex task completion.
How Bounding Database Reads Silently Broke Primary Application Features
Database optimization bug postmortem. Bad query limit broke production analyzer. Silent failure bypassed automated unit tests. Fix query bounds.
9 min read
Breakdown of Modern AI Chip Architectures
Evaluate memory bandwidth, compute tradeoffs, and silicon design in modern ai chip architectures hardware. Optimize next-gen accelerators for AI workloads.
Inherent Unveils Faraday AI Agent for Automated Research Replication
New inherent faraday ai agent automates scientific research replication. System reproduces complex codebases and papers with high accuracy.
Autopsy of an LLM Agent Infinite Loop: 245 Retries Burned on Hallucinated Request
Fix llm agent infinite loop. Debugging runaway pipeline execution triggered by hallucinated API calls. Add validation guardrails to stop agentic failures.
Scaling AI Workloads in Modern Infrastructure Engineering
Optimize AI pipelines. Use ai infrastructure engineering patterns to scale workloads, manage GPU clusters, and solve operational bottlenecks.
7 min read
Improving LLM Code Generation Quality using agent.md
Define agent md llm context to standardize repo rules. Stop AI code hallucinations, boost output accuracy, guide coding assistants.
Streamline Parallel Feature Work with Git Worktree
Avoid stash conflicts. Leverage git worktree parallel development to manage multiple active branches at once. Eliminate context switching and deploy faster.
7 min read
Security Risk Breakdown: Sweeping Permissions in Autonomous AI Assistants
Analyze ai assistant security risks from broad agent permissions. Prevent data leaks. Fix boundary flaws to secure autonomous systems.
7 min read