Perplexity Bumblebee: The Supply Chain Scanner Your Dev Machine Needs
Bumblebee scans npm, PyPI, Go, MCP configs and editor extensions for compromised packages without running install scripts. What it catches, where it fits.
Posts
Mistral OCR 4 Tutorial: Build a Document Pipeline in Python
Extract text, tables, and structured JSON from PDFs using Mistral OCR 4 in Python. Bounding boxes, confidence scores, and a complete invoice pipeline.
Claude Code Dynamic Workflows: Build 4 Production Scripts From Scratch
Learn to build 4 real Claude Code workflow scripts for code audit, migration, security review, and research. Includes actual output and cost breakdowns.
AI Layoffs 2026: 185K Jobs Cut, but Gartner Says It's Not Working
185K tech workers cut in 2026, 1,115 per day. Gartner surveyed 350 execs and found zero ROI correlation. Deutsche Bank calls it AI redundancy washing.
Stanford AI Index 2026: 12 Findings, Dissected
Stanford's AI Index 2026: SWE-bench hit 100%, entry-level dev jobs down 20%, $581B invested, US-China gap at 2.7%. 12 findings, broken down.
GLM-5.2 Review: 753B Open-Weight Model That Undercuts GPT-5.5
GLM-5.2 scores 62.1 on SWE-bench Pro vs GPT-5.5's 58.6, ships under MIT, and costs $1.40/M input tokens. Benchmarks, pricing, and the China data question.
LiteLLM Vulnerability 2026: 6 CVEs, CVSS 10.0 RCE, and the Fix
Six LiteLLM vulnerabilities hit in 2026, including a CVSS 10.0 RCE CISA flagged as actively exploited. Which versions are exposed and how to patch to v1.83.14+.
Rust vs Go in 2026: Performance, Memory and Hiring for Backends
Rust vs Go for backends in 2026: where Rust's speed and memory edge is real, why Go still ships faster, and fresh HN hiring data where Rust now matches Go.
Go 1.26 Features: Green Tea GC, SIMD, runtime/secret, and What Go 1.27 Changed
Go 1.26 features with code: Green Tea GC on by default (10-40% less GC overhead), new(expr), SIMD, runtime/secret, go fix, plus what changed in Go 1.27.
Claude Code Pro vs Max in 2026: Usage Limits, Fable Access and the New API Credits
Claude Code Pro is $20/mo, Max 5x $100, Max 20x $200. The June 15 billing split never happened, but Max now adds $100-200 in API credits plus Fable access.