Claude Mythos autonomously found 10,000+ software flaws. Discovery is now cheap. Fixing is still slow and manual. The bottleneck moved. That gap is what we're building Odyssey for. venturebeat.com/security/cla... #DevOps

Claude Mythos exposed a hard truth: Your enterprise patching process is way too slow

CleoP made with Midjourney.

venturebeat.com

The next model shifts the work earlier. Monitoring before the problem exists. Analysis before anyone asks. Remediation before users notice. Humans reviewing and approving - not scrambling and firefighting.The shape of what's coming (soft teaser)

You're planning a major refactor. Somewhere in the planning you realize: you don't have a clear, current picture of what your system connects to. Every architecture team has been here.

INIT Conference is back! While I'm less involved with the organization than previous years, there is a team of great people pushing another instance of INIT! #INIT2026 🌍 Web initconf.org 📢 CfS sessionize.com/init-2026/ 📅 September 12th, 2026. 📌 Banja Luka

Every integration decision has context. Why this auth approach? Why that retry pattern? Usually one person knows. It's in their head, occasionally in a Slack thread from 18 months ago.

Same endpoint. Same deprecation. Same migration. One process: two days, 45 min of human time. The other: three weeks, if you're lucky. The difference isn't effort. It's architecture.

Odyssey is pitching at Podim 2026. Maribor, 11-13 May. See you there. #Podim #Podim2026 #startups #odyscan #OdysseyScan

System X releases v2.3. Ticket created. It waits in the backlog. Developer picks it up weeks later. Done. Meanwhile System Y released an update. And System Z. The queue refills faster than you can drain it.

There's a threshold where complexity stops being manageable by observation and starts requiring something else. Most teams crossed it a while ago.

Observability has gotten genuinely impressive. And yet teams are still fighting the same fires. Here's why.

Nobody budgets for integration maintenance honestly. 15 external systems, quarterly updates - that's 60 integration changes a year just to stand still. Before you've built a single new feature.

We all know the 2 AM call. Something broke. Nobody knows what changed. An hour later: a third-party API updated two weeks ago. The announcement was in their changelog. Nobody saw it.

Tamir Dresher wrote the post I wish I'd written. .NET Aspire was built for humans — but AI agents might be its best users. Multiple agents querying the same running system, catching issues humans miss. 👉 tamirdresher.com/blog/2026/03/22/aspire-squad-love

Milan Vucenovic - Reactive Java vs Virtual Threads: Choosing the Right Model in Modern Java 📍Banski Dvor, Banja Luka 📅 Saturday, October 11th, 2025. 🎫 Buy the ticket here: initconf.org/product/init... 🎆 Join the #INIT2025 conference! initconf.org

Ivan Petrovic - Is it really that expensive to build an AI system today? 📍Banski Dvor, Banja Luka 📅 Saturday, October 11th, 2025. 🎫 Buy the ticket here: initconf.org/product/init... 🎆 Join the #INIT2025 conference! initconf.org

Josip Stuhli - Scaling: from 0 to 30 million users 📍Banski Dvor, Banja Luka 📅 Saturday, October 11th, 2025. 🎫 Buy the ticket here: initconf.org/product/init... 🎆 Join the #INIT2025 conference! initconf.org

INIT Conference 2025: Solving Complex Problems with AI Agents Design Patterns Using Spring AI - October 10-11, 2025 in Banja Luka, Bosnia and Herzegovina initconf.org #Java #GenAI #SpringAI #AIVectorSearch #JavaOracleDB #SpringBoot

Leo Tot - The Evolution of Indie Game Dev Business, and How to F(m)ind Your Own. 📍Banski Dvor, Banja Luka 📅 Saturday, October 11th, 2025. 🎫 Buy the ticket here: initconf.org/product/init... 🎆 Join the #INIT2025 conference! initconf.org