Twitter account for the Bosque Development Platform. Tweets by Mark Marron.

Lexington, KY
Joined April 2019
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AI oversight and control is the most difficult problem I can think of. Come help me try to solve it
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Are you working on language implementations and implementation research? Do you want to present your work to an enthusiastic crowed in Oakland? Submit your work to the @VMIL_Workshop!
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For the past few months I've been building SafeRE, a production-grade, linear-time regex engine for Java, using agents. I started a blog series about it: eaftan.github.io/safere-intr… Code: github.com/eaftan/safere I’d love feedback from anyone trying it, especially in production.
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📢 REBASE 2026 (@splashcon, @issta_conf) is looking for speakers! We want to hear from practitioners & researchers in PL, dev tools, software engineering, security, and AI for code. Check out the CfP: 2026.splashcon.org/track/spl… #SPLASH2026 #ISSTA26 #OOPSLA #SoftwareEngineering
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New post: Local Reasoning for Global Properties. Could programming language design come to the rescue?
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New post: Test-case Reducers Are Underappreciated Debugging Tools
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AI agents don't succeed on model quality alone. They succeed when they're grounded in the context of the business: data, workflows, policies, and shared knowledge. Join me and @amrcn_werewolf at #MSBuild tomorrow to see how Microsoft IQ turns enterprise context into action—helping agents reason, decide, and deliver real outcomes. aka.ms/build2026-brk240 #AI #Agents
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The Static Analysis Symposium (SAS) is taking place as a part of SPLASH/ISSTA this year! Consider submitting a paper, deadline *May 1st*, with special topics including Static Analysis and AI, and Static Analysis and Education: conf.researchr.org/home/spla…
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Ironically, hypermedia (HATEOAS) has accidentally become a plausible API design scheme again. LLMs will robustly follow API links just like its designers hoped.
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Feedback loops are shaped as Counter-example Guided Inductive Synthesis. Two dueling players: coding agent proposes, oracle finds a counterexample, repeat until specification and implementation converge.
The new core skill in software engineering: Designing feedback loops
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AI is writing a growing share of the world's software. No one is formally verifying any of it. New essay: "When AI Writes the World's Software, Who Verifies It?" leodemoura.github.io/blog/20…
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BosqueLanguage retweeted
Agree that it's very interesting for PL+formal methods. (i) for PL, the source and object code, and mapping between them, are all up for grabs (ii) for formal methods, proving is becoming less of a blocker, and control over codegen means codegen can be optimized for provability (like Hoare and Dijkstra advocated for).
I think it must be a very interesting time to be in programming languages and formal methods because LLMs change the whole constraints landscape of software completely. Hints of this can already be seen, e.g. in the rising momentum behind porting C to Rust or the growing interest in upgrading legacy code bases in COBOL or etc. In particular, LLMs are *especially* good at translation compared to de-novo generation because 1) the original code base acts as a kind of highly detailed prompt, and 2) as a reference to write concrete tests with respect to. That said, even Rust is nowhere near optimal for LLMs as a target language. What kind of language is optimal? What concessions (if any) are still carved out for humans? Incredibly interesting new questions and opportunities. It feels likely that we'll end up re-writing large fractions of all software ever written many times over.
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I wrote an essay on proof assistants in the age of AI. leodemoura.github.io/blog/20…
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"Readable formal specifications are not a convenience that AI can replace. They are the foundation of trust." twp.ai/4iwRw1
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Are you currently hiring for a role that includes using Node.js? Reply with a link to the opening and any relevant context. If you're not, we'd appreciate a repost for visibility 💚
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Got Z3 hooked up to Universalis, showing counter examples in Universalis (translating unreadable gobbledygook that Z3 produces) when an implementation violates its specification. Fuck yeah, going for the first run in 2026!
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𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗶𝗻𝘁𝗲𝗿𝗻𝘀𝗵𝗶𝗽 (𝗣𝗵𝗗) 𝗮𝘁 𝗦𝗻𝗼𝘄𝗳𝗹𝗮𝗸𝗲 𝗳𝗼𝗿 𝟮𝟬𝟮𝟲! (𝗗𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗲𝗱 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝗮𝗻𝗱 𝗔𝗜) We are hiring PhD interns for 2026 to join our team. Snowflake is building novel platform to effortless adopt Generative AI and scale Data Analytics. The focus of this internship will be to perform research at the intersection of 𝗳𝗼𝗿𝗺𝗮𝗹 𝗺𝗲𝘁𝗵𝗼𝗱𝘀, 𝗱𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗲𝗱 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝗮𝗻𝗱 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜. Building frameworks and techniques that enable developers build correct distributed systems as well as deploy reliable AI agents. Snowflake is growing and moving fast with Systems for AI. If you are or (know of) PhD students working in the domain of AI, distributed systems, and formal methods. Please spread the word and apply on the following link: jobs.ashbyhq.com/snowflake/f…
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Ready to disrupt the status quo in software engineering? 💡 The FSE 2026 Ideas, Visions and Reflections (IVR) Track is calling for papers! 📅 Submission deadline: Jan 22, 2026 (AoE) Details & CfP: conf.researchr.org/track/fse… #FSE2026 #SoftwareEngineering #CFP
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