4+ hour, 4+ min ago  (739+ words) Legacy interactive code sits dead in a lot of places. Flash widgets, Java applets, Silverlight panels: the plugin disappeared, nobody had time to rewrite them, and the content they carried became inaccessible. The standard options have been manual rewrites, which…...

4+ hour, 4+ min ago  (751+ words) Most AI productivity takes come from people with something to sell. The optimists are selling tools, the pessimists are selling anxiety. George Hotz is in neither camp: he runs comma.ai and tinygrad, builds with open-weight models daily, and has…...

5+ day, 13+ hour ago  (869+ words) See how leading teams keep code review fast and rigorous as AI writes more of the code. Azure AI Foundry Agent Service is a cloud-native runtime environment that runs production agents on a managed Azure platform. It targets professional developers…...

6+ day, 3+ hour ago  (1285+ words) See how leading teams keep code review fast and rigorous as AI writes more of the code. Use the portfolio map below to separate workflow type from sourcing tier before comparing vendors, runtime ownership, or renewal exposure. Use this map…...

6+ day, 4+ hour ago  (514+ words) You join a team. The codebase is 200,000 lines of code, split across a dozen services, with no architecture docs that predate the last reorg. The fastest path to productivity is usually to ask someone who already knows it, and that…...

6+ day, 20+ hour ago  (753+ words) I've watched an agent spend half its context window re-deriving the same architecture it walked through in the last session. Grep finds the string, but it doesn't tell you why that function matters or what breaks if you change it....

6+ day, 20+ hour ago  (594+ words) Most AI coding tools tell you what they can do. Very few tell you how they're actually instructed to do it. System prompts are the operating instructions behind agentic behavior: they define when a tool reads files, runs commands, edits…...

1+ week, 11+ hour ago  (1014+ words) Agent Cloud is a managed infrastructure for running AI agents in production. It brings isolated compute, persistent state, durable orchestration, scaling primitives, and observability into one runtime layer. The production boundary becomes clear when teams map demo behavior to runtime…...

1+ week, 19+ hour ago  (1476+ words) CIV test authoring assigns coverage planning, executable generation, and correctness verification to separate roles. Single-agent test generation poses an oracle risk because the same model both writes and certifies the test. Playwright v1.56's native Planner/Generator/Healer agents show this…...

1+ week, 19+ hour ago  (954+ words) A cloud agent platform turns fragile notebook agents into systems that can recover state, control access to tools, and expose failures. LLM plus API calls lack the runtime and governance needed for multi-hour workflows. Teams should evaluate the harness first…...