[HN Gopher] A Dumb Introduction to Z3 (2025)
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       A Dumb Introduction to Z3 (2025)
        
       Author : y1n0
       Score  : 62 points
       Date   : 2026-04-14 02:45 UTC (4 days ago)
        
 (HTM) web link (ar-ms.me)
 (TXT) w3m dump (ar-ms.me)
        
       | amelius wrote:
       | If the tutorial uses Rust, why didn't they use a solver written
       | in Rust? Z3 was written in C++.
        
         | suddenlybananas wrote:
         | What solver would you have them use? Z3 is very mature and the
         | Rust bindings are pretty good in my (limited) experience.
        
           | amelius wrote:
           | I would write the tutorial in C++, for a more direct
           | experience.
        
             | volemo wrote:
             | I personally like to avoid the "writing in C++" experience.
             | :/
        
               | amelius wrote:
               | The authors of a powerful solver package thought
               | differently.
        
               | onair4you wrote:
               | It might have more to do with the first release of Z3
               | being in 2012, with the first stable Rust release being
               | in 2015. Rather than the authors of Z3 passing some kind
               | of judgment on Rust...
        
               | amelius wrote:
               | Z3 uses a sophisticated and fast garbage collection
               | scheme internally that doesn't mesh well with Rust
               | idioms.
        
               | invl wrote:
               | It's reference-counted at the boundaries. See https://git
               | hub.com/Z3Prover/z3/blob/daf2506b6002149d531cb6c9...
        
               | mcphage wrote:
               | The authors of a powerful solver package were solving a
               | different problem than the users of a powerful solver
               | package, and so different tools may be appropriate.
        
             | suddenlybananas wrote:
             | The author might not know C++ and you don't need to use C++
             | to effectively use z3.
        
             | Arainach wrote:
             | There's nothing "more direct" - the different APIs for
             | different languages call into the same underlying library,
             | and most of them are more accessible and easier to work
             | with than C++.
             | 
             | Z3 is presumably written in C++ for performance, but
             | without data I am very confident the vast majority of
             | programs that use Z3 consume it via one of the other APIs.
        
         | invl wrote:
         | I'm not sure I understand your argument. Z3's API is
         | canonically C. There's a C++ wrapper that works pretty well. I
         | don't have experience with the Rust wrapper, but I'd imagine
         | that works pretty well too.
        
       | wren6991 wrote:
       | Z3 struggles with larger problems. CVC5 or Bitwuzla do a lot
       | better once you get into anything complex.
       | 
       | If you're familiar with the Z3 Python API, you'll find the CVC5
       | one familiar.
       | 
       | Caveat: I mostly do logic design, maybe there are some software
       | verification tasks where Z3 comes out ahead. I've never seen one
       | though.
        
         | neel_k wrote:
         | I do software verification. In my experience, Z3 is
         | consistently but noticeably better than CVC5 at the kinds of
         | problems we generate, though the two tools are close enough
         | that you definitely want to architect your verification tool to
         | be able to use either one (or both at once, in case you hit a
         | problem which is pathological in one but not the other).
         | 
         | One place where Z3 exposes a superior interface to CVC5 is when
         | you want to do term simplification. CVC5 does not have any real
         | analogue to Z3's simplification tactics (like ctx-solver-
         | simplify), so if you want to take a term and simplify it with
         | respect to a set of assumptions, Z3 is your only choice. I
         | think CVC5 has all the machinery you need to implement that
         | stuff inside of it, but as a user you can't access it.
         | 
         | The place where CVC5 really pulls ahead of Z3 is when you want
         | to produce proofs (eg, to integrate SMT solving into a proof
         | assistant like Lean, HOL, or Rocq). Both tools have support for
         | generating proofs, but CVC5's are noticeably less buggy, to the
         | point that Lean's SMT integration uses CVC5, even though Leo de
         | Moura (Lean's designer) was also the original designer of Z3.
        
         | algo_trader wrote:
         | What would u recommend for freight/trucking optimiser? not real
         | time.
         | 
         | (scaling to 100s-1000s of units)
        
         | y1n0 wrote:
         | That's interesting. I'm a logic designer too. How do you make
         | use of it?
        
           | wren6991 wrote:
           | One of two cases: pushing Verilog through yosys-smtbmc to
           | check design assertions/properties, or writing a lil Python
           | model of some optimisation trick and checking it's equivalent
           | to a more direct implementation.
           | 
           | For the former it's useful when there's already a well-
           | defined contract at some interface, like "this bus interface
           | follows these basic AHB5 manager rules" or "if x_valid is
           | asserted, it remains asserted until x_ready is asserted, and
           | the other x_foobar are stable during that time" or "a FIFO is
           | never both empty and full".
           | 
           | Simple properties + exhaustive checking is good bang-for-buck
           | because it often teases out subtle tangential issues without
           | having to write checks for implementation details. This isn't
           | "formal verification" per se but using formal checks in a
           | lightweight way to help find bugs and inconsistencies in your
           | design.
        
         | humam_alhusaini wrote:
         | I'm curious as to why Z3 is so much more popular than CVC5 if
         | CVC5 is better for solving complex problems. Is it because Z3
         | is older?
        
       | Surac wrote:
       | Problems solved nothing learned. Poking my problems into a black
       | box and getting numbers let me only learn how to poke numbers
       | into black boxes
        
         | amelius wrote:
         | It's still better than using AI, where even the authors of the
         | black box don't really know what they're doing.
        
         | Arainach wrote:
         | You learn how to use tools to solve problems and what kind of
         | problems those tools can solve.
         | 
         | Using a database or 3D Printer isn't bad because you don't
         | learn anything about the internals.
        
         | NooneAtAll3 wrote:
         | to be fair that's the general experience with such solvers
         | 
         | step 1: insert the problem
         | 
         | step 2: ???
         | 
         | step 3: profit
        
       | jebarker wrote:
       | I wonder how often interviewers object to the approach of solving
       | their dynamic programming problem using a constraint solver?
        
         | inerte wrote:
         | Like any interview, randomly. Some of them will think it's
         | amazing, clever person, chose the best tool for the job. Other
         | will think it's weird, person is too clever, chose the worst
         | tool for the job.
         | 
         | It totally depends for WHAT you're interviewing, but unlikely
         | the company will want Z3-backed code, so most reactions would
         | be the later.
        
       | asibahi wrote:
       | Previously: https://news.ycombinator.com/item?id=45248558.
       | Switched domains since then.
        
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