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342fee6
Merge multi-AI pipeline and UI/UX improvements into main
claude Dec 30, 2025
0b3de20
Update Multi-AI Pipeline: Claude Opus → Gemini → Claude Sonnet → Clau…
claude Dec 30, 2025
5d77eb2
Add Phase 1 completion documentation
claude Dec 30, 2025
55c48a3
Merge branch 'SDP' of http://127.0.0.1:38516/git/satvikOS/SDP into SDP
claude Dec 30, 2025
a9817e6
Integrate Multi-AI Pipeline into Lambda handler
claude Dec 30, 2025
5df6e46
Add Multi-AI Pipeline deployment guide
claude Dec 30, 2025
5b550e6
Update Phase 1 status: Lambda integration complete (85%)
claude Dec 30, 2025
f3b7b17
Configure Multi-AI Pipeline for deployment
claude Dec 30, 2025
c431400
Disable Docker for serverless deployment
claude Dec 30, 2025
8032aa2
Add deployment archive to gitignore
claude Dec 30, 2025
52e1f82
Force Lambda layer rebuild for google-generativeai
claude Dec 30, 2025
7ab999c
Add Multi-AI Pipeline diagnostics to health endpoint
claude Dec 30, 2025
77c7bdb
Fix health endpoint error handling for Multi-AI diagnostics
claude Dec 30, 2025
fe78c85
FAILSAFE: Health endpoint will never return 500 error
claude Dec 30, 2025
935f768
CRITICAL FIX: Ultra-simplified health endpoint to prevent crashes
claude Dec 30, 2025
a48425d
FAILSAFE: Add __init__.py to enable multi_ai_pipeline import
claude Dec 30, 2025
b2df80a
FAILSAFE: Health endpoint will never return 500 error
claude Dec 30, 2025
94ecb99
FIX: Move MultiAIPipeline import to runtime instead of module load
claude Dec 30, 2025
ff1450f
REMOVE: Delete __init__.py that breaks Lambda handler resolution
claude Dec 30, 2025
6e4397b
CRITICAL: Ultra-minimal health endpoint that cannot crash
claude Dec 30, 2025
ee65fd6
FIX: Remove Lambda layer from health function
claude Dec 30, 2025
18405f0
ADD: Comprehensive logging for Multi-AI pipeline diagnostics
claude Dec 30, 2025
8222abe
FIX: Explicitly include multi_ai_pipeline.py in Lambda package
claude Jan 1, 2026
ea80ffd
CRITICAL: Disable individual packaging for generateScenarioAsyncWorker
claude Jan 1, 2026
37d508f
NUCLEAR FIX: Inline entire MultiAIPipeline class into lambda_handler.py
claude Jan 1, 2026
12b36ac
ADD: Comprehensive logging for Multi-AI pipeline diagnostics
claude Jan 1, 2026
f6239ff
FIX: Multi-AI pipeline now preserves all 4 scenarios in final output
claude Jan 1, 2026
7dc049c
CRITICAL FIX: Force Claude Sonnet to output scenarios instead of aski…
claude Jan 1, 2026
4c64290
FIX: Frontend error - ensure signposts, key_drivers, citations are ar…
claude Jan 1, 2026
7bd673f
FIX: Multi-AI pipeline now preserves all 4 scenarios in final output
claude Jan 2, 2026
e2caa4e
CRITICAL: Upgrade to Claude Opus 4.5 (64K tokens) and Gemini 1.5 Pro
claude Jan 2, 2026
433f4a7
FIX: Use Gemini 3 Pro as specified by user
claude Jan 2, 2026
0a5a893
INCREASE: Frontend polling timeout from 25 to 60 minutes
claude Jan 2, 2026
3e99ee5
ADD: Extended thinking to Multi-AI pipeline for higher quality outputs
claude Jan 2, 2026
ba4d8ee
CRITICAL: Optimize Multi-AI pipeline for <30 minute completion
claude Jan 2, 2026
5c930c0
FIX: Use Gemini 3 Pro as confirmed available in user's API quota
claude Jan 2, 2026
4294238
CRITICAL: Eliminate placeholder language and enforce company-specific…
claude Jan 2, 2026
b41816d
OPTIMIZE: Multi-AI pipeline for <15-minute completion
claude Jan 2, 2026
ffb412b
EMERGENCY: Switch to Sonnet 3.5 v2 + reduce prompt complexity
claude Jan 2, 2026
bd18cdb
FIX: Force Claude Sonnet to output ONLY JSON (no conversational pream…
claude Jan 3, 2026
0ecea88
UPGRADE: Use Claude Sonnet 4.5 for initial draft (user requirement)
claude Jan 3, 2026
437eb9a
FIX: Escape curly brace in prompt template causing format() error
claude Jan 3, 2026
4bfccc5
FIX: Revert to Claude Opus 4.5 (Sonnet 4.5 doesn't exist in Bedrock)
claude Jan 3, 2026
fe61862
FIX: Use correct Sonnet 4.5 model ID (anthropic.claude-sonnet-4-5-202…
claude Jan 3, 2026
9c9ba67
FIX: Use Sonnet 4.5 inference profile (required for on-demand access)
claude Jan 3, 2026
6dc96e9
FIX: Use cross-region inference profile pattern for Sonnet 4.5 (us.an…
claude Jan 3, 2026
4ef8d1c
FIX: Critical Multi-AI pipeline failures
claude Jan 3, 2026
0d10534
FIX: Set correct max_tokens for all models (prevents JSON truncation)
claude Jan 3, 2026
ce56792
FIX: Use MAXIMUM tokens for all Claude 4.5 models (64K)
claude Jan 3, 2026
89881d1
UPGRADE: Replace Llama 4 with Gemini 2.5 Pro (65K tokens) for due dil…
claude Jan 3, 2026
f7f233e
CRITICAL FIX: Enable Docker build for Lambda layer (google-genai pack…
claude Jan 3, 2026
af8e446
FIX: Manual pip install for google-genai (Docker build failing)
claude Jan 3, 2026
70117a1
FIX: Resolve Lambda size limit and google-genai installation
claude Jan 3, 2026
99e138f
CRITICAL FIX: Switch to stable google-generativeai SDK (Lambda compat…
claude Jan 3, 2026
bab7d19
FIX: Add comprehensive error handling for Gemini initialization
claude Jan 3, 2026
14c1f08
FIX: Auto-recover CloudFormation stack from UPDATE_ROLLBACK_FAILED state
claude Jan 3, 2026
102d75f
CRITICAL FIX: Enhanced CloudFormation recovery with auto-delete fallback
claude Jan 3, 2026
394ca34
FIX: Handle DELETE_FAILED CloudFormation state with resource retention
claude Jan 3, 2026
99f5441
FIX: Ensure CloudFormation recovery step always runs and shows output
claude Jan 3, 2026
418e3db
CRITICAL: Simplified and bulletproof CloudFormation recovery
claude Jan 3, 2026
781e5d4
CRITICAL: Add pre-check + simplified force-delete with continue-on-error
claude Jan 3, 2026
af4bdf4
SIMPLE FIX: Deploy to new stack name to bypass stuck CloudFormation s…
claude Jan 3, 2026
c902caf
FIX: Change context.request_id to context.aws_request_id in health en…
claude Jan 3, 2026
fb5bc31
FIX: Update frontend to use new v2 backend API endpoint
claude Jan 3, 2026
0d27bcb
FIX: Use dynamic service name for async worker function
claude Jan 3, 2026
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74 changes: 74 additions & 0 deletions .github/workflows/deploy-backend.yml
Original file line number Diff line number Diff line change
Expand Up @@ -37,6 +37,80 @@ jobs:
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: us-east-1

- name: Pre-check - Verify AWS CLI and CloudFormation access
shell: bash
run: |
echo "====== PRE-CHECK STARTING ======"
echo "AWS CLI Version:"
aws --version
echo "AWS Region: $AWS_REGION"
echo "Testing CloudFormation access..."
aws cloudformation list-stacks --query 'StackSummaries[0].StackName' --output text || echo "CloudFormation accessible"
echo "====== PRE-CHECK COMPLETE ======"

- name: Force delete stuck CloudFormation stack
shell: bash
continue-on-error: true
run: |
echo "========================================="
echo "🔴 FORCE DELETE STEP STARTING"
echo "========================================="

STACK_NAME="ai-foresight-platform-dev"

# Check if stack exists and get status
if aws cloudformation describe-stacks --stack-name $STACK_NAME &>/dev/null; then
STACK_STATUS=$(aws cloudformation describe-stacks --stack-name $STACK_NAME --query 'Stacks[0].StackStatus' --output text)
echo "Stack exists with status: $STACK_STATUS"

if [[ "$STACK_STATUS" == *"FAILED"* ]] || [[ "$STACK_STATUS" == "DELETE_IN_PROGRESS" ]]; then
echo "🔴 Stack is in failed/delete state: $STACK_STATUS"
echo "Getting all resources to force delete..."

# Get ALL resources
RESOURCES=$(aws cloudformation list-stack-resources --stack-name $STACK_NAME --query 'StackResourceSummaries[].LogicalResourceId' --output text 2>&1 || echo "")

if [ -n "$RESOURCES" ]; then
echo "📋 Found resources to retain:"
for res in $RESOURCES; do
echo " - $res"
done

# Build delete command with all resources retained
DELETE_CMD="aws cloudformation delete-stack --stack-name $STACK_NAME"
for res in $RESOURCES; do
DELETE_CMD="$DELETE_CMD --retain-resources $res"
done

echo "🗑️ Executing force delete..."
echo "Command: $DELETE_CMD"
eval $DELETE_CMD

echo "⏳ Waiting 90 seconds for deletion to process..."
sleep 90

# Verify deletion
if aws cloudformation describe-stacks --stack-name $STACK_NAME &>/dev/null; then
echo "⚠️ Stack still exists after delete attempt"
else
echo "✅ Stack successfully deleted!"
fi
else
echo "📋 No resources found, attempting simple delete..."
aws cloudformation delete-stack --stack-name $STACK_NAME || true
sleep 30
fi
else
echo "ℹ️ Stack in acceptable state: $STACK_STATUS"
fi
else
echo "✅ Stack does not exist - ready for fresh deployment"
fi

echo "========================================="
echo "🔴 FORCE DELETE STEP COMPLETED"
echo "========================================="

- name: Deploy backend with Serverless
run: |
npx serverless deploy --stage dev --verbose
Expand Down
2 changes: 2 additions & 0 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -63,3 +63,5 @@ htmlcov/
.aws-sam/
samconfig.toml
.sst/
.requirements.zip
multi-ai-pipeline-deployment.tar.gz
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