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🧪 Property-Based Testing
QuickCheck, Input Generation, Hypothesis Testing, Test Refinement
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Context
Is Part of the Game
joy.pm
·
1d
·
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Hacker News
✨
Effect Handlers
Using AI for Code
Reviews
: What Works, What Doesn’t, and Why
entelligence.ai
·
1d
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📟
CLI Design
**Abstract:** This research introduces a novel framework for formally verifying distributed consensus protocols, specifically
Raft
, using Lean 4 and
dependen
...
freederia.com
·
3d
🤝
Consensus Protocols
Pydantic
Performance: 4 Tips on How to Validate Large
Amounts
of Data Efficiently
towardsdatascience.com
·
3d
✅
Format Verification
Python’s
Truthiness
: A Code Smell Worth
Sniffing
owl.billpg.com
·
2d
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Binary Fuzzing
Code only says what it does
brooker.co.za
·
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Proof Carrying Code
ahead-of-time wasm
gc
in
wastrel
wingolog.org
·
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Lobsters
,
Hacker News
⚙️
WASM Runtime
Evaluate generative AI models with an Amazon Nova
rubric-based
LLM judge on Amazon
SageMaker
AI (Part 2)
aws.amazon.com
·
3d
🔲
Cellular Automata
Agentic
Proof-Oriented
Programming
risemsr.github.io
·
3d
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Lobsters
,
Hacker News
⚔️
Lean Tactics
Production pain points and coordination patterns from building a
dual-orchestrator
(Claude + Kimi) system on Claude Code. 8 failure modes with specs and
invariants
.
gist.github.com
·
1d
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Effect Handlers
Should small Rust
structs
be
passed
by-copy or by-borrow?
forrestthewoods.com
·
1d
🦀
Rust Borrowing
Synthesizing
File-Level Data for Unit Test Generation with Chain-of-Thoughts via
Self-Debugging
arxiv.org
·
5d
🔍
Concolic Testing
Formal
Evidence Generation for
Assurance
Cases for Robotic Software Models
arxiv.org
·
5d
⚖️
Verification Calculi
A simple text file
beats
complex
skill
systems for AI coding agents
the-decoder.com
·
2d
⚡
Proof Automation
Jokes
on You AI: Turning the
Tables
dev-log.me
·
1d
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Lean Tactics
Weeknotes
2026-W06
› Project
Pterodactyl
: incremental architecture
jonmsterling.com
·
2d
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,
r/Compilers
⚡
Incremental Computation
A/B test yourself vs code agent |
Artur
Kęsik
arturkesik.com
·
3d
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🔍
Concolic Testing
How to set up Claude Code: a
context-first
approach
dhirajtourani.com
·
1d
·
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Hacker News
,
r/programming
⚡
Effectful Programming
learning by
reverse
engineering
clymup.com
·
2d
🔓
Reverse engineering
Fastfood
: Approximate Kernel Expansions in
Loglinear
Time
dev.to
·
1d
·
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DEV
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Streaming Algorithms
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