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    <title>Software Insights</title>
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    <description>Concise insights on AI, software engineering, and academia, curated by Daniel Russo</description>
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      <title><![CDATA[When every agent is correct, and the system is not]]></title>
      <description><![CDATA[Picture a repository on an ordinary Tuesday. Three coding agents are at work inside it, each competent, each pointed at a task that, taken on its own, it handles well.…]]></description>
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      <pubDate>Tue, 30 Jun 2026 06:46:00 +0000</pubDate>
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      <title><![CDATA[When engineers can direct AI, and when they cannot]]></title>
      <description><![CDATA[Engineers shape how generative AI enters their work, but only when their workflow, their autonomy, and their governance leave them room to do so. Last week I gave the…]]></description>
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      <pubDate>Tue, 23 Jun 2026 06:46:00 +0000</pubDate>
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      <title><![CDATA[The capability you cannot fork: software's break with universal…]]></title>
      <description><![CDATA[For four decades, an engineer could obtain and run the core tools of the field on the same terms as anyone else, whatever their nationality, employer, or location.…]]></description>
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      <pubDate>Tue, 16 Jun 2026 06:46:00 +0000</pubDate>
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      <title><![CDATA[Europe is about to make human-first software non-optional]]></title>
      <description><![CDATA[In May 2026, Pope Leo XIV released his first encyclical, "Magnifica humanitas," a text devoted to safeguarding the human person in the time of artificial intelligence…]]></description>
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      <pubDate>Tue, 09 Jun 2026 06:45:01 +0000</pubDate>
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      <title><![CDATA[Ericsson's AI-native software programme: principles, deployment, and…]]></title>
      <description><![CDATA[In May 2026, four Ericsson engineers (Britto, Palmgren, Saini, and Ohlin) released a paper titled The AI-Native Large-Scale Agile Software Development Manifesto. The…]]></description>
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      <pubDate>Tue, 02 Jun 2026 06:46:00 +0000</pubDate>
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      <title><![CDATA[Disarm AI, Re-Arm Teams: Two Levers Against a Lost Cohort]]></title>
      <description><![CDATA[The cohort graduating into software work in 2026 enters a labour market in which the entry-level rung has been quietly compressed by AI, and the empirical record on what…]]></description>
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      <pubDate>Tue, 26 May 2026 11:31:24 +0000</pubDate>
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      <title><![CDATA[Three years of AI: what the evidence settles, contests, and leaves…]]></title>
      <description><![CDATA[After three years of GenAI adoption in software engineering, the empirical literature has stabilised enough to do something the field could not do a year ago: separate…]]></description>
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      <pubDate>Tue, 19 May 2026 06:46:00 +0000</pubDate>
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      <title><![CDATA[A Bad Benchmark Does More Damage Than No Benchmark at All]]></title>
      <description><![CDATA[The central failure of AI evaluation today is not that organizations test too little. It is that they test with instruments they have never validated. Every engineer who…]]></description>
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      <pubDate>Tue, 12 May 2026 06:46:00 +0000</pubDate>
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      <title><![CDATA[Cleaner Code, Foggier Teams: The Debt AI Moves Upstream]]></title>
      <description><![CDATA[Generative AI is reducing one form of software debt while quietly accumulating two others, and most engineering organisations are still measuring only the one that is…]]></description>
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      <pubDate>Tue, 05 May 2026 06:46:00 +0000</pubDate>
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      <title><![CDATA[The Composition Trap: Why Agent-Dense Teams Break in Ways Human Teams…]]></title>
      <description><![CDATA[Multi-agent AI systems fail in ways that individual agent evaluations will never surface, and the software engineering field has not yet built the vocabulary to describe…]]></description>
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      <pubDate>Tue, 28 Apr 2026 06:46:00 +0000</pubDate>
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      <title><![CDATA[Your Agents Pass Every Test. Your System Can Still Fail.]]></title>
      <description><![CDATA[Organisations building multi-agent AI pipelines face a measurement problem that standard benchmarking cannot resolve: individual agents can pass every capability test in…]]></description>
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      <pubDate>Tue, 31 Mar 2026 06:46:00 +0000</pubDate>
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      <title><![CDATA[Cutting the Junior Pipeline Before the Automation Arrives]]></title>
      <description><![CDATA[The numbers from Harvard are unambiguous: junior employment at GenAI-adopting firms fell roughly 9 percent relative to comparable non-adopters in less than two years…]]></description>
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      <link>https://steady.page/3fad16bf-8f65-477c-93f3-1106b09a427a/posts/00fa1531-f865-4af6-8da9-f35077cd8d0f</link>
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      <pubDate>Tue, 24 Mar 2026 07:31:00 +0000</pubDate>
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      <title><![CDATA[AI Can Solve Your Benchmark. Can It Fix Your Codebase?]]></title>
      <description><![CDATA[The most informative thing about AI’s current capabilities in software engineering is not what it can do on a benchmark. It’s who the benchmark is comparing it against.…]]></description>
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      <pubDate>Tue, 17 Mar 2026 07:31:00 +0000</pubDate>
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      <title><![CDATA[56% of Organizations Get Nothing from AI Because Compatibility Was an…]]></title>
      <description><![CDATA[The consulting industry has spent two years producing reports on why AI investments fail. The data is consistent and substantial. What the reports lack is a theoretical…]]></description>
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      <pubDate>Tue, 10 Mar 2026 07:31:00 +0000</pubDate>
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      <title><![CDATA[The New Engineering Judgment: Five Skills That Survive the Agentic…]]></title>
      <description><![CDATA[A software researcher at University College London built a production-grade, multi-module data analysis platform (118 Python files, 31 REST API endpoints, 200+ unit…]]></description>
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      <pubDate>Tue, 03 Mar 2026 07:31:00 +0000</pubDate>
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      <title><![CDATA[When Code Becomes the Output: Rethinking What We Teach (and Hire For)]]></title>
      <description><![CDATA[A synthesis of industry roadmaps and complexity science research suggests software engineering education is teaching the right skills—for the wrong paradigm. Every few…]]></description>
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      <pubDate>Tue, 24 Feb 2026 07:01:00 +0000</pubDate>
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      <title><![CDATA[Speed at the Cost of Quality: The Hidden Tax of Agentic AI]]></title>
      <description><![CDATA[The promise of agentic AI was straightforward: it would write the code, leaving us to architect the systems. The reality, as revealed by empirical data from late 2025…]]></description>
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      <pubDate>Fri, 30 Jan 2026 18:39:54 +0000</pubDate>
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      <title><![CDATA[The "Country of Geniuses" Requires a Constitution, Not Just a Login]]></title>
      <description><![CDATA[The 'country of geniuses' arrives 2027: 50M agents, Nobel-level IQ, 100x speed. They'll game your tests. You need a constitution, not just a login.]]></description>
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      <pubDate>Fri, 30 Jan 2026 17:43:25 +0000</pubDate>
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      <title><![CDATA[Davos 2026: From “Chat” to “Work”]]></title>
      <description><![CDATA[Davos 2026: 87% adopted AI. Only 31% see ROI. The problem isn't the model—it's the fit.]]></description>
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      <pubDate>Fri, 30 Jan 2026 16:24:09 +0000</pubDate>
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      <title><![CDATA[Europe’s Tech Renaissance Beyond the “Kill Switch” Narrative]]></title>
      <description><![CDATA[After my last week's article, A Compass for Europe’s Software Future, my inbox filled up with variations of the same question: “Do we have a service kill switch?” Not a…]]></description>
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      <pubDate>Fri, 30 Jan 2026 15:25:32 +0000</pubDate>
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      <title><![CDATA[Technological Sovereignty in a New Era: A Compass for Europe’s…]]></title>
      <description><![CDATA[Three years ago, most “cloud strategy” discussions in Europe sounded the same: Where are the best engineers? Which vendor gives the biggest discount? Can we move fast…]]></description>
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      <pubDate>Fri, 30 Jan 2026 15:19:25 +0000</pubDate>
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