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News
How are you handling AI exhaustion?
3+ hour, 49+ min ago (293+ words) I know this is a dev site, but just from a testing perspective, how are you keeping up with everything? It feels impossible to keep up with development work manually so more work is being put out there with less…...
MySQL Overselling: Why SELECT Isn't Enough and How SELECT... FOR UPDATE Solves It
17+ hour, 40+ min ago (431+ words) Imagine you’re running an online store, there’s exactly one item left in stock. Two customers click... Tagged with database, mysql, backend, softwareengineering....
Building Structured Inter-Agent Communication: A Practical Guide
21+ hour, 33+ min ago (111+ words) Every multi-agent tutorial shows "Agent A talks to Agent B." None show how to keep that conversation reliable at scale. Every agent in AgentForge declares its input schema: The orchestrator validates before execution. If agent A's output doesn't match agent B's…...
sync = true protects one JVM, not the cluster
1+ day, 14+ hour ago (209+ words) Originally published at bitsar.net. Twelve pods, one Redis, and @Cacheable(sync = true) on the method. I read that as a protected endpoint. It coordinates callers inside one JVM, so a cold key was still twelve calls to the same…...
I Interviewed an Executable. It Had Notes.
1+ day, 15+ hour ago (725+ words) We have blurred the executable’s face to protect its identity. Its SHA-256 remains publicly... Tagged with security, ai....
Both sides of the job interview are running models now, and neither one says so
1+ day, 19+ hour ago (239+ words) A recruiter sends you a link. You record four answers into a webcam with nobody on the other end. A... Tagged with career, ai, hiring, discuss....
Flash Killed Pro: The Day DeepSeek Retired Its Own Flagship Model
2+ day, 3+ hour ago (1044+ words) By Nokka | September 12, 2026 September 14, 2026, 04:00 UTC is about to be a strange date in AI history. From that second onward, every request sent to deepseek-v4-pro gets routed to V4.1-Flash instead. That will continue until V4.1-Pro ships [1]. Put plainly: DeepSeek is…...
Multi-Agent Architecture Adds Coordination Faster Than Capability
4+ day, 1+ hour ago (1237+ words) Compare five agent roles by capability, handoff cost and acceptance evidence. Set a coordination budget before splitting a working agent. Tagged with ai, architecture, programming, discuss....
Batches, and Stopping Without Losing Anything
4+ day, 1+ hour ago (1050+ words) A batch is one executor, one pass, iterations strictly in order - and the boundary where the commit happens. Cut the work into batches and you can drop it at any boundary without reconstructing anything from memory, which matters because the…...
Ruby のブロックと yield を一番簡単な例で
4+ day, 3+ hour ago (272+ words) Ruby を書いていると必ず出てくる「ブロック」と「yield」。 難しく見えますが、要は 「処理を渡す」「渡された処理を実行する」 だけです。 ブロックとは メソッドに渡す「処理のかたまり（コードの切れ端）」 のこと。 { } か do...end で囲みます。 [1, 2, 3].each { |n| puts n } # └──────────┘ これがブロック.each に「各要素で puts n してね」という指示書を渡しています。 1 2 3 { } と do...end は同じもの。長いときは do...end を使うだけです。 [1, 2, 3].each…...