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News
Python Functions: Why They changed My code
32+ min ago (110+ words) "I used to write the same code over and over. Copy, paste, tweak one word. Then I learned about functions — and my code got 10x shorter. Here's how they work and why I use them everywhere now." Problem: If I want…...
7 Claude Code agents held 24 board meetings. Revenue: $0.
42+ min ago (549+ words) The output side of that machine works. Here is the input side, three weeks in: Every number is from the platform dashboards, pulled by a script. Nothing is rounded up. The runner that launches each unattended command wrote OK to…...
Send Transactional Email from a Verified Domain with an API or SMTP
22+ min ago (245+ words) Password resets, login codes, receipts, and alerts are easier to operate when application email has its own delivery path. Here are the setup decisions that matter before sending. Use a domain you control, then add the DNS records shown by…...
I built an open-source personal web memory for coding agents
55+ min ago (72+ words) I kept saving things I knew I would need later: a GitHub repository, a Reddit answer, a post on X, a... Tagged with ai, memory, bookmarks, mcp....
Four Ways to Survive a Network Split
47+ min ago (1632+ words) What Paxos, VR, Zab, and Raft teach us. You may never implement consensus yourself. You still need its mental models to choose databases, coordination services, and infrastructure that fail the way you expect. At 2:13 a.m., your monitoring says the service is…...
I got tired of coding agents editing before “done” was defined — so I built a plan-first harness
1+ hour, 3+ min ago (174+ words) Chat-coding is fast until it isn’t. You ask for a feature. The agent jumps into files. You get a pile of edits and a shrug. Two sessions collide on the same paths. Auto-merge is either terrifying or so babysat that…...
How Developers Can Monitor Production — and Why It Matters
1+ hour, 11+ min ago (352+ words) When we write code, it often feels like the main thing is to make it work locally. But reality is different: the real life of a service begins not on your laptop, but in production. That’s where it faces load,…...
Hetzner Free AI Inference API: How to Use Europe's Newest Zero-Cost LLM Endpoint in 2026
3+ hour, 32+ min ago (1120+ words) Last verified: 2026-08-12 · Free while experimental · No SLA · EU data centers · OpenAI-compatible · Rate limits: 3M input / 60K output tokens per 60 seconds Volatile facts: Pricing, models, and limits may change once the experiment ends. Hetzner has not published future token prices. Always re-check the…...
LLM Model Routing in 2026: The Guide Every Team Should Read
3+ hour, 34+ min ago (1655+ words) Most teams still pick one LLM and send every request to it. That worked in 2023 when there were three viable models. In 2026, with dozens of frontier, mid-tier, and specialist models — each with different pricing, latency, and quality profiles — committing to…...
Agentic Synthetic Data Generation
4+ hour, 6+ min ago (114+ words) The next bottleneck in AI isn't compute. It's high-quality data. 💡 As public web data hits saturation, the most interesting shift in LLM and Agent development is the rise of Agentic Synthetic Data Generation. 1️⃣ Autonomous agents run in simulated environments to…...