#AIinSoftwareDevelopment
LightNews LightNews
mlevison.bsky.social
Start here: never assume the output is correct. Build verification habits that match the stakes.

#AIinSoftwareDevelopment #BuildInPublic
February 18, 2026 at 7:06 PM
mlevison.bsky.social
Why is ‘my friend said’ more compelling than evidence?

agilepainrelief.com/blog/genai-c...

#AIinSoftwareDevelopment #BuildInPublic
April 22, 2026 at 1:12 PM
mlevison.bsky.social
Full instructions and card text:

agilepainrelief.com/blog/human-p...

#AIinSoftwareDevelopment #BuildInPublic
February 27, 2026 at 2:12 PM
mlevison.bsky.social
New glossary entry on AI and Skill Atrophy, the anti-pattern the software industry needs to face:

agilepainrelief.com/glossary/ai-...

#AIinSoftwareDevelopment #BuildInPublic
February 25, 2026 at 2:12 PM
mlevison.bsky.social
Agile Teams+Orgs are complicated. I have two shelves of books on the subject, plus 20GB on my laptop. As I grow, I've learned most answers should be 'it depends' and 'tell me more.'

#AIinSoftwareDevelopment #BuildInPublic
January 8, 2026 at 6:07 PM
mlevison.bsky.social
When a vendor waves a benchmark, ask what it does on YOUR work, on problems it hasn't seen.

arxiv.org/html/2506.21...

#AIinSoftwareDevelopment #BuildInPublic
May 14, 2026 at 6:06 PM
mlevison.bsky.social
...It's just guessing based on your prompt. This misdirection is baked into the technology itself.

When an LLM says something is true, verify it. Only use GenAI where you understand enough to evaluate the output.

#AIinSoftwareDevelopment #BuildInPublic
January 15, 2026 at 2:12 PM
mlevison.bsky.social

....
This agent use seems mad. Poor quality; Burning tokens like they're going out of style. They're treating these tools like they're free and that won't last.

#AIinSoftwareDevelopment #BuildInPublic
January 20, 2026 at 2:12 PM
mlevison.bsky.social
Alaska's court system spent 15 months building an AI chatbot to help with probate forms. They're scaling back. AirCanada's chatbot—a fancy FAQ—lost a lawsuit. These aren't small companies; they're cautionary tales. Agile Coaching is no place for a bot.

#AIinSoftwareDevelopment #BuildInPublic
January 12, 2026 at 2:12 PM
mlevison.bsky.social
AI models are trained to bluff.

Pass/fail training offers no reward for admitting uncertainty. Instead of "I don't know," you get a confident wrong answer. Researchers call it "test-taking mode."

#AIinSoftwareDevelopment #BuildInPublic
February 19, 2026 at 2:12 PM
mlevison.bsky.social
It asks the follow-up questions that uncover the deeper issues. Just tell your story and reflect.

The skill includes core Systems Thinking questions and Causal Loop Diagrams. As I get feedback, I'll expand it

#AIinSoftwareDevelopment #BuildInPublic
buff.ly/SvBozW1
January 26, 2026 at 2:12 PM
mlevison.bsky.social
GenAI commodifies repetitive work--the first draft is cheap. But cheap ≠ reliable or secure. The missing ingredient is taste: judgment to catch edge cases and security gaps. The bill always comes due.
buff.ly/4WjyvKt
#AIinSoftwareDevelopment #BuildInPublic
January 7, 2026 at 4:15 PM
mlevison.bsky.social
You tell the AI your problem story and it asks follow-up questions to uncover deeper issues. Current version includes core questions + Causal Loop Diagramming. I'll expand based on feedback, possibly adding more mental models.
#AIinSoftwareDevelopment #BuildInPublic
January 22, 2026 at 4:25 PM
dsuglobalit.bsky.social
💻 Real-Time Projects | 🧠 AI Integration | 🏢 IT Environment | 💯 100% Placement Support

📞 +91 9000225690
🌐 dsuglobalit.com

#FullStackJava #JavaWithAI #JavaTrainingHyderabad #DSUGlobalIT #RealTimeProjects #BestJavaInstituteHyderabad #AIinSoftwareDevelopment
June 16, 2025 at 7:14 AM
mlevison.bsky.social
The AI mandate, "daily use by every individual," is a KPI searching for a purpose. Set it aside and the org changes deserve credit.

about.gitlab.com/blog/gitlab-...

#AIinSoftwareDevelopment #BuildInPublic
May 15, 2026 at 1:12 PM
fayazp088.bsky.social
Post 1:
Hey tech enthusiasts! 🚀 Ever wonder how AI is revolutionizing software development? It's mind-blowing how our coding lives are becoming easier and smarter. Stay tuned! #AIinSoftwareDevelopment
December 20, 2025 at 9:36 AM
mlevison.bsky.social
AI is a superpower. The question is whether you use it to produce more, or to learn faster.

agilepainrelief.com/blog/gen-ai-...

#AIinSoftwareDevelopment #BuildInPublic
February 23, 2026 at 7:30 PM
mlevison.bsky.social
Long-term code quality doesn't matter here—works until Buffer releases their API. Frees me for deeper analysis.
Join me Fri Feb 13: Where is GenAI Taking the Software Industry buff.ly/rP3KJER
#AIinSoftwareDevelopment #BuildInPublic #ClaudeCode
Where is AI Taking Software Development in 2026?
Explore GenAI's real impact on software development in 2026. Strip away the hype. Focus on what is changing and what the impact will be.
buff.ly
January 21, 2026 at 2:12 PM
mlevison.bsky.social
Join me a webinar on Fri Feb 13, as we explore this topic: "Where is Generative AI taking Software Development in 2026?" agilepainrelief.com/where-is-ai-...

#AIinSoftwareDevelopment #BuildInPublic
Where is AI Taking Software Development in 2026?
Explore GenAI's real impact on software development in 2026. Strip away the hype. Focus on what is changing and what the impact will be.
agilepainrelief.com
January 9, 2026 at 2:37 PM
mlevison.bsky.social
Instead of getting faster at writing code, we could get faster at running experiments to see what people actually want.

#AIinSoftwareDevelopment #BuildInPublic
If thinking about this seems like a lot of fun, then join me on Feb 13: buff.ly/Q9RE2HV
Where is AI Taking Software Development in 2026?
Explore GenAI's real impact on software development in 2026. Strip away the hype. Focus on what is changing and what the impact will be.
buff.ly
January 16, 2026 at 2:12 PM
mlevison.bsky.social
Speeding up the initial page load of a static site is odd. I should have seen ~30 lines of code change (including variant text). Instead, I got 100+ lines of diffs. These tools can be helpful, but we need to know our tech stack well enough to judge output.

#AIinSoftwareDevelopment #BuildInPublic
January 23, 2026 at 4:59 PM
mlevison.bsky.social
GenAI is the loudest hype cycle ever. Trillions in GPU investments, but where's the actual value? Feb 13 webinar: stripping away the noise to focus on what is happening.
buff.ly/4WjyvKt
#AIinSoftwareDevelopment #BuildInPublic
Where is AI Taking Software Development in 2026?
Explore GenAI's real impact on software development in 2026. Strip away the hype. Focus on what is changing and what the impact will be.
agilepainrelief.com
January 6, 2026 at 7:07 PM
reliasoftware.bsky.social
AI-assisted development is not about letting AI build everything.

It is about using AI to speed up coding, testing, review, documentation, and delivery, while engineers still own architecture, security, and production decisions.

reliasoftware.com/blog/ai-assi...

#AIInSoftwareDevelopment
AI-Assisted Software Development: Workflow, Risks, Best Practices
AI-assisted software development is the use of AI tools like chatbots, code assistants, and autonomous agents to help engineers write, review, test, and ship code.
reliasoftware.com
July 18, 2026 at 10:01 AM
mlevison.bsky.social
Bonus: AI-written code is more efficient with tokens and electricity than repeated AI execution.
What decisions are you making to reduce the Cognitive Tax?
Join me Fri Feb 13: Where is GenAI Taking Software buff.ly/rP3KJER
#AIinSoftwareDevelopment #BuildInPublic
Where is AI Taking Software Development in 2026?
Explore GenAI's real impact on software development in 2026. Strip away the hype. Focus on what is changing and what the impact will be.
buff.ly
January 20, 2026 at 7:12 PM
martinelli.ch
In Spec-Driven Development, the spec is the single source of truth.
Code is generated from it. Tests are derived from it. Decisions are based on it.

Read the full post: martinelli.ch/why-in-spec-...

#SpecDrivenDevelopment #AIUP #SoftwareArchitecture #AIinSoftwareDevelopment
Why in Spec-Driven Development the Spec Must Be Readable for All Stakeholders - Martinelli
In Spec-Driven Development (SDD), the specification is at the center. It is not just a document for developers or architects. It is the shared foundation for everyone who works on the product. And…
martinelli.ch
May 3, 2026 at 7:55 AM