I documented 66 failures in an org run by agents. 33 weren't the agents. They were the tests, guards and gates I built to watch them. Each one reported success the whole time.

I documented 66 failures in an org run by agents. 33 weren't the agents. They were the tests, guards and gates I built to watch them. Each one reported success the whole time.
🎯 Senior Software Engineer, Canvas Core
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A small Kotlin habit with a big payoff: make invalid states harder to represent. Good types can move mistakes from runtime surprises to design-time decisions. #Kotlin #SoftwareEngineering #Programming
JWT logout is often an illusion.
Deleting the token only removes it from the client. Any copied token still works until it expires.
That’s the tradeoff of stateless auth: the server tracks nothing.
The usual fix is a blocklist, which makes the system stateful again
Last chance to register for Using Stata Effectively: The Fundamentals #DataAnalytics #DataScience #Statistics #SoftwareEngineering #Stata #Research #ResearchTraining #Instats
AI agents ace benchmarks but miss spec details. Zero2Repo shows strongest agents fail on 1 buried rule, not missing subsystems. The house #AI #LLM #SoftwareEngineering #AIagents
https://freegardner.com/synapse/ai-agents-build-code-but-miss-spec-details.html
When AI agents generate tons of code, PR reviews become the ultimate bottleneck.
🛑 The fix? Automated "brakes". Run deterministic checks, linting, and tests before a human looks at the PR. Slow down to speed up! 🐢💨 #CodeReview #AIAgents #DevOps #SoftwareEngineering
the administrative friction. That’s where the real ROI is. #ArtificialIntelligence #B2B #SaaSFounders #SoftwareEngineering
#AI can write code in seconds, but can your review process keep up?
As #Duolingo scaled AI adoption, traditional code review became the bottleneck.
🔗 Watch Sarah Deitke’s full talk now [transcript included] - buff.ly/c8Jqaqa
#SoftwareEngineering #CodeReview #AI #EngineeringCulture #InfoQ
POC, wenn du kannst. LLM, wenn du musst: Architektur für KI-Systeme
Die Architekturregel für Systeme mit LLMs lautet: plain old code, wenn du angeben kannst, wie da...
https://hyretic.com/blog/architektur-mit-llms-poc-oder-llm
#SoftwareEngineering #LLM #AIArchitecture #CodeVsAI #TechBestPractices
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Merging multiple branches into one clean commit doesn't have to be a headache.
Discover how SmartGit makes 🐙 Octopus Merges effortless.
🔗 Watch the full video here: youtu.be/c-MYg85dmqA
#SmartGit #Git #DeveloperTools #GitTips #SoftwareEngineering #VersionControl #DevProductivity
Explore Gemini 4 Argon, Google's deep reasoning frontier model. With 1 million output tokens, it revolutionizes software engineering and cybersecurity defense.
#Gemini4Argon #GoogleAI #FrontierModel #SoftwareEngineering #Cybersecurity
This excellent!
"I have a PhD in Computer Science. Here's Why I Hate AI. "
Sooo trueeeee 🌚🙌
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OpenCollab is a new multi-agent coding framework offering programmable collaboration and a controllable runtime to better evaluate how coding agents actually work together in practice. It introduces an Adherence…
#AI #DeveloperTools #SoftwareEngineering #LLMAgents
https://arxiv.org/abs/2609.38345
iT4iNT SERVER Google Rolls Out Gemini 4 Argon to Trusted Cyber Defenders, Plans Guardrail-Free Version VDS VPS Cloud #Google #Gemini4Argon #AI #Cybersecurity #SoftwareEngineering
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A Flutter app can start simple, but architecture becomes critical as it grows.
More features and APIs mean more dependencies. Clear separation of UI, business logic, and data makes changes safer and maintenance easier.
Build simple. Structure for scale.
Work smarter, not harder. Even if smarter burns an entire afternoon and breaks twice next week.
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