GoKawiil
Tech News
A contributor column on Entrepreneur argues that as AI tools become widely available to all companies, the competitive advantage of simply 'using AI' is disappearing. The author contends that physical workplace design—how spaces support human focus, conversation and collaboration—will become the next differentiator for businesses pairing AI with human teams.
Cisco is allowing engineers unrestricted access to AI tools to rewrite and modernize older codebases, according to a Fortune report. Executive Jeetu Patel described structuring his team into three groups: experienced Cisco operators, outside systems thinkers, and AI-native entrepreneurial engineers, saying their combination drives innovation.
An Entrepreneur contributor has published a three-phase, 90-day roadmap for founders to become 'AI-native' without a transformation budget: documenting workflows and identifying AI-suitable tasks in the first 30 days, organizing and standardizing company data in the next 30, and redesigning decision rights and performance metrics in the final 30. The piece cites a June survey by Genpact and HFS Research of over 2,000 executives, in which 85% said accumulated 'enterprise debt'—undocumented processes, unusable data, old systems and unprepared staff—limits their AI returns, with researchers estimating about $18 trillion in trapped value across the Global 2000.
FurtherAI engineering leadership shared internal metrics from building what they call an AI-native engineering org over the past nine months. The company reports a roughly 5x increase in code changes merged per engineer since January, with revert rates under 0.5%, driven by adding AI agents to coding, test writing, code review, CI, bug triage, and rule enforcement at each stage of the shipping process.
An Entrepreneur contributor argues that incumbent software companies don't lose market share simply because AI-native startups use newer technology. Drawing on observations across three tech shifts—web to mobile, to cloud, and now to AI—the writer says the real determinant of success is whether a company stays close to evolving customer problems. The piece cites small-business accounting SaaS as an example of a cloud incumbent maintaining relevance through close customer tracking.
An Entrepreneur contributor argues companies frequently err by promoting their best individual performers into management positions without assessing whether they want or are suited for the role. The piece cites Meta's 2024 layoffs of roughly 8,000 employees, part of an 'AI native' restructuring that flattened management layers, as evidence that companies now have fewer management slots to absorb bad fits. The author, who says they coach executive teams across industries, recommends separating recognition from promotion and testing candidates with real decision-making responsibility first.
Clay co-founder and CEO Kareem Amin will speak at TechCrunch Disrupt 2026 about the emergence of the 'GTM engineer,' a role Clay says it coined in 2023 for people who build automated, AI-driven revenue workflows instead of manually performing sales and marketing tasks. Clay says roughly 100 such job listings now appear monthly, including at companies like Cursor and Lovable.
An Entrepreneur contributor argues that most 'AI-native' products are really 'AI-assisted,' with AI simply layered atop unchanged workflows. The piece contends that real gains come from rebuilding workflows from scratch around what AI can do, while reserving human judgment for tasks involving relationships and decision-making.
A new report finds that just 7% of companies are extracting measurable business value from their AI investments, despite widespread adoption efforts across industries. The research identifies specific practices that separate these high-performing organizations from the majority still struggling to translate AI spending into results.
While many tech firms cite AI code-generation as reason to cut entry-level hiring, one company says it is increasing its junior engineer headcount instead. The company argues that AI tools handle routine coding tasks but cannot substitute for the on-the-job learning that turns junior developers into engineers with real judgment and intuition.
Grindr's CEO George Arison has outlined plans to rebuild the dating app around artificial intelligence, aiming to make it 'AI native' throughout. The vision includes AI-driven matching to suggest potential partners and AI tools that help prioritize which incoming messages users should see first.
Forward-deployed engineering, where vendor engineers embed with customers to wire AI products into real operating environments, has become a core sales and delivery model in enterprise AI. The piece argues the real test of this approach is whether repeated engagements shrink into pure services work or actually feed back into a more capable, reusable product over time.