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Recent posts tagged aiengineering

Level UI • 23 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
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  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
BizzAppDev • 2 days • in Discussions • 1 min read
AI Gives the Right Answer. But Does It Actually Save Time?
forumDiscussion group4 participants post-cover-32840
  • aiintegration
  • softwaredevelopment
  • aiengineering
8 Reactions 6 Comments
VEACESLAV • Oct 23 • in Articles • 2 min read
Stop bloating your AGENTS.md: reference your conventions instead of pasting them
Stop bloating your AGENTS.md: reference your conventions instead of pasting them Most AGENTS.md files I see are bloated walls of text. Here is the problem: your agent reads this file at the start of every task. Everything you put in there is passed ...
  • agentsmd
  • aiengineering
  • webdev
  • programming
2 Reactions 2 Comments
fluxread • Sep 13 • in Articles • 1 min read
Over the past two years, most of us relied on inline autocompletion or sidebar chat panels inside VS
Anthropic released Claude Fable 5.1 and Claude Code a CLI-native agent operating directly inside bash/zsh. We put together an architectural deep-dive analyzing context caching, benchmarks, and terminal pipeline mechanics. Key Technical Points: Cach...
  • ai
  • claude
  • aiengineering
  • developertools
0 Reactions 0 Comments
Manuela Schrittwieser • Aug 24 • in Articles • 1 min read
OWASP Top 10 for LLMs: From Risk to Concrete Engineering Fixes
The OWASP Top 10 for LLM Applications is a great starting point for understanding AI security. But knowing the risks isn't enough. The real question is 𝗪𝗵𝗮𝘁 𝗱𝗼 𝘆𝗼𝘂 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗶𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁 𝘁𝗼 𝗺𝗶𝘁𝗶𝗴𝗮𝘁𝗲 𝘁𝗵𝗲𝗺? When analyzing the OWASP LLM risks from an en...
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  • aisecurity
  • aiengineering
  • llmsecurity
  • owasp
10 Reactions 2 Comments
Tom Smithverified • Jul 6 • in Articles • 6 min read
Kore.ai Built a Harness That Lets AI Write 6,500 Commits a Month — Here's What It Takes
Kore.ai1's engineering team doesn't write most of their code anymore. Two AI agents do. And the only reason that works on a production codebase is a governance harness they spent more than a year building from scratch. Prasanna Arikala, CTO and Head...
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  • aiengineering
  • agenticai
  • devops
  • loopengineering
6 Reactions 0 Comments
Tom Smithverified • Jun 10 • in Articles • 4 min read
Agents 2.0: What a Year of Actually Building Them Taught Us
Last year at Info-Tech LIVE, Martin Bufi warned the audience that agentic AI was overhyped and underbuilt. Seventy percent of organizations had launched agent pilots. Ninety percent were failing to return ROI. The gap between ambition and readiness w...
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  • agenticai
  • aiengineering
  • itleadership
  • softwareengineering
0 Reactions 0 Comments
Vijay Kumar • Apr 3 • in Articles • 2 min read
The AI Talent Shift: Why Shipping Intelligence Matters More Than Building Models in 2026
✍️ Article If you still think AI/ML engineering is about building models, you’re already behind. The industry has quietly shifted. The real demand today is not for people who can train models — it’s for engineers who can ship intelligence into pro...
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  • aiengineering
  • machinelearning
  • llm
  • futureofwork
2 Reactions 1 Comments
djuleayo • Jan 24 • in Articles • 3 min read
# Why You Must Revisit the Stack Data Structure in the Age of AI
With the rise of AI-assisted coding, execution has become cheap. You can let the AI do the wiring. What you cannot delegate is the choice of abstractions. And that changes everything. If you choose the right abstractions, your system scales. I...
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  • aiengineering
  • softwarearchitecture
  • systemsdesign
3 Reactions 1 Comments
Tom Smithverified • Oct 8, 2025 • in Articles • 3 min read
AI capabilities outrank cloud compatibility as the top criterion observability platforms.
AI-Powered Observability: What Developers Need to Know in 2025 The relationship between observability and AI is evolving rapidly, according to Dynatrace's State of Observability 2025 report. For developers and engineers, this shift represents both ...
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  • observability
  • aiengineering
  • devops
  • cloudnative
3 Reactions 1 Comments
Tom Smithverified • Sep 24, 2025 • in Articles • 4 min read
CData solves the API nightmare: one MCP connection gives your AI agents live read/write access.
CData's Connect AI Gives Developers Direct LLM Access to 300+ Enterprise APIs Building AI applications that actually work with enterprise data has been a nightmare. You either spend months building custom integrations for each data source, or you ...
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  • mcp
  • aiengineering
  • enterpriseapi
  • dataintegration
2 Reactions 1 Comments
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