Software Engineer Job Market 2026: Two Markets, One Title
ML engineer roles up 59% from 2020, general SWE openings down 49%. Dice, CompTIA, and BLS data shows a 2026 market split by AI fluency. Salaries included.
Posts
WebMCP Tutorial: Make Your Website AI-Agent Ready
Build a WebMCP-enabled website from scratch with declarative HTML forms and the JavaScript imperative API. Working code for Chrome 149's origin trial.
Anthropic's Agentic Coding Report: 8 Trends, Dissected
Anthropic's 2026 report claims coding agents will reshape software development. Here's what the 8 trends actually mean after running agents on production code.
Pyrefly vs mypy vs ty: Which Python Type Checker Should You Use in 2026?
Pyrefly 1.0 checks 1.85M lines/sec with 87.8% conformance, mypy 2.0 adds parallelism, ty hits sub-10ms updates. Full benchmarks and migration guide.
Efficient LLM Reasoning: 7 Papers That Cut Token Costs by Up to 84%
Seven papers fix LLM overthinking: Sketch-of-Thought cuts tokens 84%, shorter chains boost accuracy 34.5%, and budget-aware prompting halves costs.
Google Jules Review: The Async Coding Agent Worth $20/Month?
Google Jules queues coding tasks, runs them in a cloud VM, and opens PRs while you sleep. Free tier gives 15 tasks/day. Here's what worked and what didn't.
Antigravity CLI vs Claude Code vs Codex CLI: Which Terminal Agent After Gemini CLI?
Google's Antigravity CLI replaces Gemini CLI on June 18. Compared with Claude Code and Codex CLI on pricing, rate limits, benchmarks, and open-source status.
AI Bug Bounty in 2026: 76% More Reports, Programs Shutting Down
HackerOne paused payouts, Curl quit its bounty, Linux's security list is unmanageable. The AI vulnerability flood and the zero-days buried in the noise.
AI Coding Tools Productivity Paradox: 24% Faster Feel, 19% Slower Reality
Developers think AI coding tools make them 24% faster. A controlled study measured 19% slower. Here's what five studies found — and what to do about it.
Spec-Driven Development: Build a Python CLI From Spec to Code
Build a complete Python CLI expense tracker using GitHub Spec Kit and Claude Code. Full walkthrough from requirements to working code in 30 minutes.