AI圈报教程 / 实战普通
The Bottleneck Moved: Why a Team Topology Cannot Absorb AI
内容摘要
SAFe's cross-functional team was built on a forty-year constraint. AI removed the constraint and left...
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教程 / 实战普通
remove.bg Dies Dec 1 — I Ran the Same 3 Photos Through the Free Replacements and Timed Them
December 1, 2026, 9:00 AM CET. That's when remove.bg's standalone site goes dark for good. If you've...
信息来源：DEV Community
教程 / 实战普通
Where did your week go? Ask your agent
I like building. Give me a feature idea and an evening, and I'm happy. Give me a list of ten people...
信息来源：DEV Community
教程 / 实战普通
Biology's Best Algorithms Aren't Just for Scientists Anymore
Ant colonies find short paths without a map, and a slime mold once grew a network about as efficient...
信息来源：DEV Community
教程 / 实战普通
One Engine, Seven Open-Source Projects: PageSift 1.4 and the yolow Family
PageSift started as the ingestion layer of an AI research platform I was building: something had to...
信息来源：DEV Community
教程 / 实战普通
An empty variable turned rm -rf and rsync --delete into "delete /". Coding agents did it three times this fall
Three reports on the Claude Code issue tracker this autumn describe the same accident from different...
信息来源：DEV Community · Claude
教程 / 实战普通
Blocking an AI agent's shortcuts with tools: what verifying code comments taught me about steering and MCP
AI agents now review code and write tests as a matter of routine. They do not read only the code....
信息来源：DEV Community
教程 / 实战普通
I Tested Three Claude Reasoning Effort Policies on 20 of My Own Bug Fixes
My Claude Code effort was pinned to xhigh. On 20 of my own bug-fix commits, medium and low-then-high cost 64% and 61% as much with 1 and 0 paired losses.
信息来源：DEV Community · Claude
教程 / 实战普通
Benchmarking the Gemini Decisions API
The Gemini Decisions API scores a fixed set of answers in one pass and returns probabilities. An ADK triage agent built on it, a 48-ticket benchmark against Gemini 3.8 Flash, Gemini 4 Hydrogen, Gemini 3.5 Flash-Lite and Gemma 4 E2B, and a …
信息来源：DEV Community · Gemini
教程 / 实战普通
Build Buddy, after the week: I tested my own fix on new samples
Builders Week is over, but a reader's suggestion left one question open. Quick recap: Build Buddy...
信息来源：DEV Community
教程 / 实战普通
Context Mode Saved Me 40K Tokens Per Request (And Caught Silent Test Failures)
How aggressive context compression in Cursor taught me to verify what my AI actually sees—and why mksglu/context-mode became non-negotiable in my workflow.
信息来源：DEV Community · Cursor