#Anthropic introduced auto mode in #ClaudeCode, enabling multi-step software development workflows with reduced manual intervention.
It combines automated execution with layered safety mechanisms, including:
⇨ input filtering
⇨ action evaluation
⇨ two-stage classification
… while keeping human approval checkpoints for sensitive operations.
Dive deeper ⇨ https://bit.ly/4toxJE1
#InfoQ #SoftwareArchitecture #AIarchitecture #AIcoding #AIAssistedCoding
CodeGuardian is an MCP server that extends AI coding assistants with comprehensive code quality and security analysis.
Developers can access enterprise-grade analysis directly in their AI assistant - reducing context switching and making secure coding easier to adopt.
🔗 Read now: https://bit.ly/4u0VNhz
#InfoQ #AI #ModelContextProtocol #AIagents #AIAssistedCoding
... (continuing)
The study also revealed that coding is not the primary bottleneck. Meetings, interruptions, and slow CI/CD cost developers more time than AI saves. Nonetheless some organisations try to use AI to compensate, rather than fixing root cultural issues.
If you want to step back and reflect on how to achieve actual productivity gains with AI-Assisted coding, read this post => https://www.smharter.com/blog/2025/09/01/ai-assisted-coding-how-to-ensure-real-productivity-gains/
#AI #LLMs #GenerativeAI
#AIAssistedCoding #AICoding #VibeCoding
#AIEngineering
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AI PRODUCTIVITY, HYPE VS REALITY
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=> MASTERY IN SOCIO-TECH PRACTICES REMAINS A NECESSARY FOUNDATION TO BENEFIT FROM AI-ASSISTED CODING
A new and recent study (linked in the post, as points 3 & 3.1) shows that productivity gains from AI-Assisted coding are lower than expected, with instances of productivity loss... (contiue)
#AI #LLMs #GenerativeAI
#AIAssistedCoding #AICoding #VibeCoding
#AIEngineering
#GitHub Copilot CLI has reached General Availability, marking a milestone in bringing generative AI across the entire software development lifecycle.
The move signals GitHub’s push to make the terminal a first-class surface for AI-assisted development.
Learn more: https://bit.ly/3Q4xqjU
What if you could develop your SKILL . md files in a test-driven way, just like your code? That was the question I asked myself, and the result was Test-Driven Agentic Behaviours (TDAB)...
Let me show you → https://youtu.be/i3g9ZXiaqh0
Meet uSpec: #Uber’s agentic system for automating component design specifications
Using #AIagents & the #opensource Figma Console Model Context Protocol (#MCP), it reduces detailed documentation time from weeks ⇨ minutes.
Find out more on #InfoQ ⇨ https://bit.ly/4lPCfJH
#SoftwareArchitecture #AIAssistedCoding #Accessibility #DesignSystems
Agoda: #AICodingTools boost individual developer output - but overall project velocity hasn’t jumped much.
Why❓ Coding was never the main bottleneck ❗
The new bottlenecks:
⇨ Specification
⇨ Verification
⇨ Human judgment
Deep dive on #InfoQ here ⇨ https://bit.ly/4t67h2f
#SoftwareArchitecture #SpecDrivenDevelopment #AIassistedCoding
“Why Craft-Lovers Are Losing Their Craft”, Hong Minhee (https://writings.hongminhee.org/2026/03/craft-alienation-llm/).
Via Lobsters: https://lobste.rs/s/vxsjiv/why_craft_lovers_are_losing_their_craft
On HN: https://news.ycombinator.com/item?id=47473178
#Craft #Capitalism #Programming #AI #LLMs #AIAssistedCoding #Productivity #Tedium #Craftsmanship #Quality
Where do humans fit in AI-assisted software development?
Not “out of the loop” – but “on the loop”!
As Kief Morris explains, developers are shifting toward:
→ designing specs
→ defining tests
→ shaping feedback mechanisms to guide AI agents
→ governing how AI systems behave
Read more insights here 👉 https://bit.ly/3NhWx1E
#SoftwareDevelopment #AI #AIassistedCoding #AIdevelopment #AIarchitecture #InfoQ
InfoQ
Luca Minudel
Antony Marcano
रञ्जित (Ranjit Mathew)