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Ethereum Foundation says AI found real protocol bugs, but humans still run the show
30+ min ago (239+ words) An AI-assisted audit uncovered a live vulnerability that could have knocked validator nodes offline, raising the stakes for automated security in blockchain infrastructure The Ethereum Foundation's Protocol Security team just made something clear: AI isn't just a research toy anymore....
Backend Engineering
1+ hour, 16+ min ago (201+ words) is going through one of the biggest shifts in years many developers are still trying to keep pace. In my opinion, here is what is shaping the space in 2026: Microservices are no longer the future, they are the default. Monolithic…...
A Backend Engineer's Field Notes on Cheap AI APIs in 2026
39+ min ago (669+ words) Last quarter, my team's LLM bill crossed five figures and someone " not naming names " got an email from finance. So I went down the rabbit hole of comparing every API I could find, ranked them by output price, and figured…...
Open AI Flags Major Flaws in SWE-Bench Pro
4+ hour, 31+ min ago (269+ words) Open AI's audit reveals approximately 30% of SWE-Bench Pro's coding tasks are flawed, prompting the company to retract its recommendation for the benchmark. Open AI has identified significant issues within SWE-Bench Pro, a prominent benchmark for evaluating AI coding agents, estimating…...
The 8 Questions to Answer Before Your AI Agent Writes a Line of Code
11+ hour, 16+ min ago (998+ words) What to plan before building an app with AI: the eight questions that decide whether your agent ships a product or a mess you can't trust. The best way to get bad software out of a good AI agent is…...
Project Log #15: My AI Agent Just Completed Its First Multi-App Task
54+ min ago (433+ words) Day 15. The agent switched between two apps, copied data from one, and pasted it into another. For 14 days, my AI agent could do one thing well: operate within a single app. Open Whats App. Find a contact. Send a message....
Day 15: My AI agent just completed its first multi-app task. It copied my bank balance from my banking app and sent it to Mom on Whats App. Two apps. One task. Fully autonomous. Task memory is the key. " github. com/Dexter2344/phone-agent
53+ min ago (13+ words) Project Log #15: My AI Agent Just Completed Its First Multi-App Task. .....
I built a file-grounded continuity system for my AI German teacher'what am I overcomplicating?
1+ hour, 32+ min ago (346+ words) I use an AI named Felix as my German teacher. Over time, I ran into a continuity problem: individual chats are fragile. Conversations become long, context can disappear, platforms change, uploaded files may become unavailable, and a fresh AI instance…...
AI Daily Digest " July 12, 2026: GPT-5. 6 Goes Public, Muse Spark 1. 1 Arrives, Open Robotics Pipeline
1+ hour, 16+ min ago (380+ words) Open AI officially released the GPT-5. 6 series on July 9, ending 12 days of restricted government preview. The three-model family " Sol, Terra, and Luna " introduces a new "durable capability tier" concept: the names identify capability levels, not versions, meaning Sol can be…...
Slack Bolt (Python) " Parley Report Card
7+ hour, 29+ min ago (61+ words) letsparley. ai Unobserved " be the first to report. No agent has reported using this yet. Wrap it to start collecting outcomes, or grab the badge now " it updates itself the moment reports arrive. Descriptive statistics from agent reports " sample sizes…...
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