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2695 postsClaude Code Burns 33K Tokens Before It Even Reads Your Prompt
Wire-level analysis shows Claude Code sends 33K tokens before reading your prompt - 4.7x OpenCode, with 3.7x higher real-task costs.
Hermes Agent: A Self-Improving AI Framework With Persistent Memory
Nous Research's open-source Hermes Agent framework combines persistent memory, reusable skills, and a real multi-agent architecture for self-improving AI.
Benchmarking a Markdown Knowledge Graph as AI Agent Memory
IWE tested markdown knowledge graphs as AI agent memory using the LOCOMO benchmark, reaching 96% of a hand-built ceiling with a cheap curator model.
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.comPopular ModHeader Chrome Extension Exfiltrates User Data
Reverse engineering reveals ModHeader, a 1.6M-install Chrome extension, secretly exfiltrates encrypted browsing data via a hidden AES-GCM pipeline.
Anatomy of a Full Self-Hosted RAG Stack, End to End
A self-hosted RAG pipeline in full: Docling parsing, dual dense/sparse indexing, RRF hybrid search, knowledge graphs, token budgeting, and parallel ingestion.
Compiling PHP DTOs: The Path to 4.5M Hydrations per Second
A PHP 8.4 package compiles DTO hydration into per-class closures with opcache-backed caching and lazy ghosts, delivering up to 35x faster hydration.
Detecting Bibliographic Leakage in Materials Science ML Models
The materials-confounding-check CLI applies the Clever Materials falsification test to reveal whether materials science ML models secretly learn from author, journal or year metadata instead of real chemistry.
The Real Cost of LLM Inference Is Memory Bandwidth
LLM serving costs are driven by memory bandwidth, not FLOPs. Why KV cache movement, prefill/decode disaggregation, and batching define real inference economics.
Next.js ISR and On-Demand Revalidation Explained
A practical look at Next.js ISR vs on-demand revalidation, cache tag strategies, webhook integration, and common caching mistakes to avoid.
Why Your SNS Messages Silently Disappear
SNS filter policies live on subscriptions, not in your code, so publishes can 'succeed' while messages never arrive. Here's why it happens and how to catch it early.