Clear briefings on dev tools, AI, and the tech that ships.
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Practical explainers on AI models, coding assistants, agent frameworks, local-LLM setup, and the limits developers should understand before relying on a new tool.
GLM-5.2 is on every Z.ai Coding Plan with a 1M-token context but no launch benchmarks. How to decide if it's worth a switch — and test it on your own code.
A U.S. export order made Anthropic disable Claude Fable 5 and Mythos 5 for everyone, three days after launch — what still works, and the dependency lesson.
Kimi K2.7-Code is open weights, but the INT4 download is ~595 GB. What running it locally takes, what the benchmarks really say, and cheaper ways to try it.
Claude Fable 5 is in Pro, Max, Team, and seat-based Enterprise plans until June 22. What changes on June 23, what the API costs, and what to test this week.
OpenAI's dreaming update makes ChatGPT memory sharper and automatic. Its own FAQ says the reviewable summary won't show everything. Here's the trade.
Microsoft's CodeAct lets an agent write one program that calls its tools instead of looping one tool at a time. The package is alpha; the more durable idea is that agents are slowed by orchestration, not model quality.
Apple's Foundation Models framework went provider-agnostic at WWDC 2026 — one Swift protocol for any LLM. What it really means for developers.
MCP became the standard for connecting AI to your tools and data. What it actually solved, why everyone adopted it, and where the security hype runs ahead.
Microsoft's MAI-Code-1-Flash is rolling out in GitHub Copilot, with MAI-Thinking-1 in private preview. Should you switch, and how real are the benchmarks?
Run a private AI model on your own computer in ~10 minutes with Ollama. The one rule that decides if it works (RAM), which model to pick, and what to expect.
A 2016 Xeon ran a modern Gemma 4 model with no GPU and topped Hacker News. Here is why cheap local AI now works on old hardware, and who it actually fits.
AI tools are becoming a budget line. Here is why companies are setting token limits, model tiers, and review rules for workplace AI.
Claude Opus 4.8 adds stronger coding claims, dynamic workflows, Fast Mode, and effort controls. Here is how teams should route the upgrade.
Google is adding Preferred Sources to AI Search as DuckDuckGo sees AI-free search interest rise. Here is how to choose a search setup.
A new Lenz snapshot found frontier models split on many fact-check claims. Use AI answers as evidence leads, not final verdicts.
A popular developer debate shows why AI coding can be useful even when it slows teams down. Here is where to use agents for speed, review, and merge safety.
Google Workspace is adding Gemini Spark, AI Inbox, voice tools, and Pics. Here is what teams should check before AI starts acting across work apps.
Anthropic's Glasswing update shows AI vulnerability discovery is speeding up. The next bottleneck is triage, patching, and maintainer capacity.
GitHub Copilot app is in technical preview. Here is what the desktop coding-agent workflow changes for issues, PRs, CI, permissions, and review.
Google is adding SynthID and Content Credentials checks to Gemini, Search and Chrome. Here is what AI media verification can and cannot prove.
A practical decision guide for ChatGPT Advanced Account Security, covering passkeys, recovery keys, account risk, and lockout preparation.