AI-ASSISTED DEVELOPMENT

Debugging Command Center

LIVE SESSION
IBM BOB 2.0

From Bug to Verified Fix

A structured AI-assisted workflow for investigation, fixing, testing, code review, and documentation.

BOB AI AGENT
Bugs Fixed ◇
6 / 6 100% verified
Tests Passing ✓
17 / 17 100% pass rate
Coverage ◉
86% After verification
Approval Gates ◆
4 / 4 Developer approved

ORCHESTRATED PROCESS

DebugFlow Pipeline

● Workflow Complete
01
Codebase Analysis Understand project structure
02
Root Cause Analysis Identify defective logic
03
Parallel Investigation Multiple Bob subagents investigate
04
Developer Approval Human-in-the-loop checkpoint
05
Fix Implementation Apply focused corrections
06
Testing Run automated tests
07
Verification Confirm fixes and prevent regression
08
Code Review Structured quality review
09
Debug Report Document findings and results

ROOT CAUSE ANALYSIS

Bug Findings

6 identified
B1
Incorrect HTTP Status

User creation returned 200 instead of 201.

FIXED
B2
Email Validation

Invalid email values were accepted.

FIXED
B3
Description Filtering

Empty filter applied incorrect database logic.

FIXED
B4
Missing 404 Handling

Missing items produced a KeyError.

FIXED
B5
Price Rounding

Price rounding calculation was incorrect.

FIXED
B6
Database Session

Error path could leak database resources.

FIXED

VERIFICATION

Before vs After

BEFORE DEBUGFLOW
59%

Test pass rate

✓ Passed 10
✕ Failed 7
Lint Issues 1
→
AFTER DEBUGFLOW
100%

Test pass rate

✓ Passed 17
✕ Failed 0
Lint Issues 0

QUALITY CONTROL

Code Review

APPROVED WITH WARNINGS
0 Critical
7 Warnings
14 Positive Findings

PRODUCTIVITY MEASUREMENT

Debugging Time

Estimated Manual Debugging 45 min
DebugFlow Session 12 min
Estimated Time Saved 33 min

* Demonstration estimates, not a scientific benchmark.

TRACEABLE OUTPUT

Reports & Evidence