fix: pre-commit trailing whitespace issues

Signed-off-by: Nahuel Defossé <nahuel.deofsse@ibm.com>

Author: Nahuel Defossé

.github/actionlint-config.yaml

@@ -4,7 +4,7 @@
 rules:
   # Enable all rules by default
   all: true
-  
+
   # Disable specific rules if needed
   # actions-have-safe-quotes: disable
   # expression-syntax: disable
@@ -14,6 +14,6 @@ shellcheck:
   # Enable shellcheck for run steps
   enabled: true
 
-# Pyflakes configuration  
+# Pyflakes configuration
 pyflakes:
   enabled: false

CONTRIBUTING.md

@@ -30,15 +30,15 @@ Thank you for your interest in contributing to Agentics! This document provides
    ```bash
    uv run pytest
    ```
-   
+
    Also, to ensure the  [version is correctly computed from Git tags](#versioning-scheme)
    try running:
-   
+
    ```bash
    uvx --with uv-dynamic-versioning hatchling version
    ```
-   
-   
+
+
 ## Pre-commit Hooks
 
 We use pre-commit hooks to ensure code quality and consistency. These hooks automatically run checks before each commit.
@@ -145,8 +145,8 @@ The test report will be saved as `report.html` in the project root for later ana
 
 ### Running Tests with Coverage
 
-**Code coverage** measures the percentage of your codebase that is exercised by tests. 
-It's an important metric that helps you understand how thoroughly your how much code 
+**Code coverage** measures the percentage of your codebase that is exercised by tests.
+It's an important metric that helps you understand how thoroughly your how much code
 is not exercised by your tests.
 
 

README.md

@@ -33,7 +33,7 @@ Install Agentics in your current env, set up your environment variable, and run
 ```bash
 uv pip install agentics-py
 ```
-set up your .env using the required parameters for your LLM provider of choice. Use [.env_sample](.env_sample) as a reference. 
+set up your .env using the required parameters for your LLM provider of choice. Use [.env_sample](.env_sample) as a reference.
 
 Find out more
 👉 **Getting Started**: [docs/getting_started.md](docs/getting_started.md)
@@ -90,7 +90,7 @@ genre, explanation = await classify_genre(
 
 ## 📘 Documentation and Notebooks
 
-Complete documentation available [here](./docs/index.md) 
+Complete documentation available [here](./docs/index.md)
 
 | Notebook | Description |
 |---|---|
@@ -120,25 +120,25 @@ Apache 2.0
 
 ## 👥 Authors
 
-**Project Lead**  
+**Project Lead**
 - Alfio Massimiliano Gliozzo (IBM Research) — gliozzo@us.ibm.com
 
-**Core Contributors**  
-- Nahuel Defosse (IBM Research) — nahuel.defosse@ibm.com  
-- Junkyu Lee (IBM Research) — Junkyu.Lee@ibm.com  
-- Naweed Aghmad Khan (IBM Research) — naweed.khan@ibm.com  
-- Christodoulos Constantinides (IBM Watson) — Christodoulos.Constantinides@ibm.com  
-- Mustafa Eyceoz (Red Hat) — Mustafa.Eyceoz@partner.ibm.com  
+**Core Contributors**
+- Nahuel Defosse (IBM Research) — nahuel.defosse@ibm.com
+- Junkyu Lee (IBM Research) — Junkyu.Lee@ibm.com
+- Naweed Aghmad Khan (IBM Research) — naweed.khan@ibm.com
+- Christodoulos Constantinides (IBM Watson) — Christodoulos.Constantinides@ibm.com
+- Mustafa Eyceoz (Red Hat) — Mustafa.Eyceoz@partner.ibm.com
 
 ---
 
 
 ## 🧠 Conceptual Overview
 
-Most “agent frameworks” let untyped text flow through a pipeline. Agentics flips that: **types are the interface**.  
+Most “agent frameworks” let untyped text flow through a pipeline. Agentics flips that: **types are the interface**.
 Workflows are expressed as transformations between structured states, with predictable schemas and composable operators.
 
-Because every step is a typed transformation, you can **compose** workflows safely (merge and compose types/instances, chain transductions, and reuse `@transducible` functions) without losing semantic structure.  
+Because every step is a typed transformation, you can **compose** workflows safely (merge and compose types/instances, chain transductions, and reuse `@transducible` functions) without losing semantic structure.
 
 Agentics makes it natural to **scale out**: apply transformations over collections with async `amap`, and aggregate results with `areduce`.
 
@@ -158,8 +158,8 @@ Core operations:
 
 Agentics implements **Logical Transduction Algebra**, described in:
 
-- Alfio Gliozzo, Naweed Khan, Christodoulos Constantinides, Nandana Mihindukulasooriya, Nahuel Defosse, Junkyu Lee.  
-  *Transduction is All You Need for Structured Data Workflows* (August 2025).  
+- Alfio Gliozzo, Naweed Khan, Christodoulos Constantinides, Nandana Mihindukulasooriya, Nahuel Defosse, Junkyu Lee.
+  *Transduction is All You Need for Structured Data Workflows* (August 2025).
   arXiv:2508.15610 — https://arxiv.org/abs/2508.15610
 
 

agentics_full_course/project_submission_guidelines.md

@@ -49,8 +49,8 @@ Your project folder should be named after your project and organized as follows:
 
 Create a **5-minute recorded video** presenting your project.
 
-- Introduce the project goals, methods, and key results.  
-- Optionally include a demo or short code walkthrough with slides.  
+- Introduce the project goals, methods, and key results.
+- Optionally include a demo or short code walkthrough with slides.
 - You will present the same video **in person** during the student workshop.
 
 ---
@@ -59,20 +59,20 @@ Create a **5-minute recorded video** presenting your project.
 
 Schedule a meeting with professors **at least two weeks before the final submission** to receive feedback on:
 
-- The draft of your short paper  
-- Your runnable code and documentation  
+- The draft of your short paper
+- Your runnable code and documentation
 - Your recorded video presentation
 
 ---
 
 ## ✅ Submission Checklist
 
-- [ ] Conference-style project paper (PDF)  
-- [ ] Runnable code in `applications/<project_name>`  
-- [ ] `README.md` with install/test instructions  
-- [ ] Documentation in `docs/` folder  
-- [ ] 5-minute recorded presentation video  
-- [ ] Faculty feedback meeting completed  
+- [ ] Conference-style project paper (PDF)
+- [ ] Runnable code in `applications/<project_name>`
+- [ ] `README.md` with install/test instructions
+- [ ] Documentation in `docs/` folder
+- [ ] 5-minute recorded presentation video
+- [ ] Faculty feedback meeting completed
 
 ---
 

src/agentics/core/async_executor.py

@@ -373,7 +373,7 @@ def __init__(
 
     async def _execute(self, input: str) -> BaseModel:
         instructions = f"""
-You are a Logical Transducer. Your goal is to generate a JSON object that strictly 
+You are a Logical Transducer. Your goal is to generate a JSON object that strictly
 conforms to the Output Pydantic schema below:
 
 {self.atype.model_json_schema()}

src/agentics/core/transducible_functions.py

@@ -182,9 +182,9 @@ def _transducible(fn: Callable):
 
         target_ag_template.instructions = f"""
 ===============================================
-TASK : 
+TASK :
 You are transducing the function {fn.__name__}.
-Input Type: {SourceModel.__name__} 
+Input Type: {SourceModel.__name__}
 Output Type: {TargetModel.__name__}.
 
 INSTRUCTIONS:
@@ -556,8 +556,8 @@ async def generate_prototypical_instances(
     target = AG(
         atype=DynamicModel,
         instructions=f"""
-              Generate list of {n_instances} random instances of the following type 
-              {type.model_json_schema()}. 
+              Generate list of {n_instances} random instances of the following type
+              {type.model_json_schema()}.
               Try to fill most of the attributed for each generated instance as possible
               """,
         llm=llm,