Forget the abstract hype. What's your go-to move when a LLM hallucinations becomes a recurring pattern in your production pipeline? Are you hammering the system prompt or is it a hard RAG overhaul?

Forget the abstract hype. What's your go-to move when a LLM hallucinations becomes a recurring pattern in your production pipeline? Are you hammering the system prompt or is it a hard RAG overhaul?
"Development speed and unintended consequences are two sides of the same coin."
www.jamesshore.com/v2/blog/2026... #ai #softwareengineering #developerexperience #productivity
It's Actually An 8.5 If You Don't Listen To Critics
#programming #debugging #badcode #Softwareengineering #Technicaldebt
https://programmerhumor.io/programming-memes/its-actually-an-85-if-you-dont-listen-to-critics-0fz9
New research introduces AgentMonBench, a software-engineering benchmark for evaluating monitors that flag consequential agent decisions, plus a training-free Evidence-Grounded Behavior Graph to group linked evidence for…
#AI #AIAgents #SoftwareEngineering #LLMs
https://arxiv.org/abs/2610.06406
RocketAgent is a long-horizon engineering agent that coordinates multidisciplinary liquid-rocket thrust-chamber design through a plan-owning coding agent, provenance-aware knowledge graph, and typed design…
#AI #DevTools #Rocketry #SoftwareEngineering
https://arxiv.org/abs/2610.06044
Prompts are officially the new legacy code. 🤖 Cutting 80% of a prompt halved costs and boosted speed by 25%. ⚡ 👉 developer.upsun.com/posts/ai/pro... #AI #SoftwareEngineering #Coding #DevOps
⚡ Remote Solution Engineer at RelationalAI.
✅ Apply here: https://jobicy.com/jobs/152574-solution-engineer-3
#RemoteJobs #SoftwareEngineering #EngineeringJobs #RemoteDeveloper #SoftwareDeveloper
New arXiv paper ReFract introduces a 150-scenario benchmark for testing whether LLM agents stay within the knowledge and tool boundaries of a user's role in high-stakes settings like industrial maintenance.
#AIagents #LLMs #Benchmarking #SoftwareEngineering
https://arxiv.org/abs/2610.03356
The best AI implementations don't begin with code.
They begin with a clear specification.
When intent is defined before implementation starts, teams spend less time reworking features and more time building the right solution.
#AIDevelopment #SoftwareEngineering #DeveloperTools
And just like that, another quiet Friday evening ruined by an unhandled exception.
👨💻 Follow along for daily programming memes!
#DevLife #CodingHumor #SoftwareEngineering #ProductionBug #ProgrammerLife
The best engineering articles come from real problems solved, not perfect examples. We share practical software lessons at watermelonKode and welcome thoughtful technical writing. #TechWriting #SoftwareEngineering #Developers
Loose-Leaf Is Not Coming Back
#AI #GenerativeAI #SoftwareEngineering #DeveloperProductivity #OpenSource #LLM
I found an issue in Thumb Buddy’s requirements.
The goal is visually distinct thumbnails. But v0.1 only guarantees they’re separated in time.
I changed the requirement to say exactly that. Visual deduplication may be added later. v0.1 shouldn’t promise what it doesn’t do.
🎯 GTM Engineer
🏢 UpGuard
Instant alerts for jobs like this → gigsniper.net
#RemoteJobs #Hiring #RemoteWork #SoftwareEngineering #FullTime
104. Teach #computing students to show people what the finished version does. Find more at https://leanpub.com/teachingteamcollaboration #edtech #softwareengineering #teamcollaboration #collaboration #studentprojects
Why precise requirements can be misleading when the underlying evidence is approximate, and how to trace a number back to its real basis. #softwareengineering
A neuro-symbolic framework called Law&Order uses LLMs to autoformalize tax forms and instructions into executable symbolic programs, aligning legal text with computational logic via structural and denotational…
#DeveloperTools #AI #SoftwareEngineering #LegalTech
https://arxiv.org/abs/2610.02792
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#softwareengineering #softwareengineer #dotnet #csharp #programming
AI agents remind me of enterprise application servers and rules engines — Weblogic, IBM WebServer and Versata, from 2000s era of software development field that did the heavy duty.
#AI #AIAgents #SoftwareDevelopment #SoftwareEngineering #SoftwareProgramming