Feature CBIN invoice exchange with clear MVP scope

README.md

@@ -8,6 +8,7 @@ Personal portfolio for my Python and JavaScript work: backend services, APIs, we
 
 | Project | Focus |
 | --- | --- |
+| [CBIN](https://github.com/Jemade/CBIN) | B2B invoice exchange, buyer review and durable bookkeeping jobs; development MVP |
 | [BridgeSync](https://github.com/Jemade/BridgeSync) | Order delivery, durable jobs, and payment reconciliation |
 | [AgentBench](https://github.com/Jemade/AgentBench) | Python coding-agent evaluation and inspectable evidence |
 | [RAG System](https://github.com/Jemade/RAG-SYSTEM) | Retrieval telemetry, evidence checks and evaluation |

docs/PROFILE_README.md

@@ -8,6 +8,7 @@ Software Engineer based in Harare, Zimbabwe. I build backend services, APIs, web
 
 | Project | What to inspect |
 | --- | --- |
+| [CBIN](https://github.com/Jemade/CBIN) | B2B invoice exchange, buyer review and durable bookkeeping jobs; development MVP |
 | [BridgeSync](https://github.com/Jemade/BridgeSync) | Durable delivery, reconciliation, isolation and regression tests |
 | [AgentBench](https://github.com/Jemade/AgentBench) | Sandbox execution, verifier correctness and evaluation evidence |
 | [RAG System](https://github.com/Jemade/RAG-SYSTEM) | Retrieval telemetry, grounding checks and evaluation harness |

docs/PROJECT_REVIEW.md

@@ -6,6 +6,7 @@ Baseline prepared on 4 October 2026. The repository links below provide source c
 
 | Repository | Automated evidence | Implementation notes | Licensing status | Inspected source base |
 | --- | --- | --- | --- | --- |
+| [CBIN](https://github.com/Jemade/CBIN) | [Checks](https://github.com/Jemade/CBIN/actions) | [Bookkeeping](https://github.com/Jemade/CBIN/blob/main/docs/BOOKKEEPING.md) | Check repository reuse terms | `f53a9c3` |
 | [API-WRAPPER](https://github.com/Jemade/API-WRAPPER) | [Checks](https://github.com/Jemade/API-WRAPPER/actions) | [Engineering](https://github.com/Jemade/API-WRAPPER/blob/main/docs/ENGINEERING.md) | MIT present | `76f199e` |
 | [AgentBench](https://github.com/Jemade/AgentBench) | [Checks](https://github.com/Jemade/AgentBench/actions) | [Engineering](https://github.com/Jemade/AgentBench/blob/main/docs/ENGINEERING.md) | MIT present | `798dae6` |
 | [Avantis-support](https://github.com/Jemade/Avantis-support) | [Checks](https://github.com/Jemade/Avantis-support/actions) | [Engineering](https://github.com/Jemade/Avantis-support/blob/main/docs/ENGINEERING.md) | Owner must select reuse terms | `82319c4` |
@@ -32,6 +33,8 @@ Baseline prepared on 4 October 2026. The repository links below provide source c
 
 Follow the actual Actions run for the commit being assessed. A green documentation check does not replace application tests, browser checks or deployment verification.
 
+CBIN is a development MVP. Its simulated ledger and prototype Odoo/Zoho integrations do not establish production readiness or live customer use.
+
 ## Profile settings prepared for the account owner
 
 The GitHub connector used for this review cannot edit account profile fields, pins, repository About fields or create the special profile repository.

index.html

@@ -101,19 +101,20 @@ <h1>Jayden Takudzwa <em>Mapasure</em></h1>
         <section id="projects" class="section">
             <div class="section-intro"><p class="eyebrow">03 / Selected work</p><h2>Projects with a<br>practical point of view.</h2></div>
             <div class="project-grid">
-                <article class="p-card reveal"><div class="project-number">01</div><h3>BridgeSync</h3><p>Order delivery with durable jobs, retries, tenant isolation and payment reconciliation.</p><a href="https://github.com/Jemade/BridgeSync" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
-                <article class="p-card reveal"><div class="project-number">02</div><h3>AgentBench</h3><p>Coding-agent evaluation with isolated execution, deterministic verifiers and inspectable case results.</p><a href="https://github.com/Jemade/AgentBench" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
-                <article class="p-card reveal"><div class="project-number">03</div><h3>RAG System</h3><p>Hybrid document retrieval with query traces, evidence checks and an automated evaluation harness.</p><a href="https://github.com/Jemade/RAG-SYSTEM" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
-                <article class="p-card reveal"><div class="project-number">04</div><h3>Personal Workspace MCP</h3><p>Local task management, read-only SQLite analytics and weather tools through MCP.</p><a href="https://github.com/Jemade/MCP-SERVER" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
-                <article class="p-card p-card-featured reveal"><img src="assets/relay-preview.png" alt="Relay project preview" class="project-preview preview-contain"><div class="project-number">05</div><h3>Relay</h3><p>Real time multi agent evaluation engine with streaming communication, structured outputs, and persistent execution state.</p><a href="https://github.com/Jemade/Relay" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
-                <article class="p-card reveal"><img src="assets/vetta-preview.png" alt="VETTA project loading screen" class="project-preview"><div class="project-number">06</div><h3>VETTA</h3><p>Interview review workspace with technical and communication scorecards, heuristic or model-backed assessment, and optional Celery processing.</p><a href="https://github.com/Jemade/Vetta" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
-                <article class="p-card reveal"><img src="assets/flowops-preview.png" alt="FlowOps workspace preview" class="project-preview"><div class="project-number">07</div><h3>FlowOps</h3><p>Data pipeline workbench with inspectable processing stages, validation and optional cloud storage.</p><a href="https://github.com/Jemade/flowOPS" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
-                <article class="p-card reveal"><div class="project-number">08</div><h3>LLM API Gateway</h3><p>Production oriented FastAPI gateway standardizing access to multiple LLM providers with authentication, Redis controls, persistence, testing, and CI/CD.</p><a href="https://github.com/Jemade/API-WRAPPER" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
-                <article class="p-card reveal"><div class="project-number">09</div><h3>LLM Cost Guard</h3><p>Token estimation, provider pricing, usage tracking, daily, weekly, and monthly budget enforcement, analytics, and threshold alerts.</p><a href="https://github.com/Jemade/llm-cost-guard" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
-                <article class="p-card reveal"><div class="project-number">10</div><h3>Structured Output Agent</h3><p>Schema enforced LLM extraction system using Pydantic, validation aware retries, typed errors, provider abstraction, and deterministic test fixtures.</p><a href="https://github.com/Jemade/valid_json_Agent" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
-                <article class="p-card reveal"><div class="project-number">11</div><h3>CiteRAG</h3><p>Citation grounded RAG for PDF question answering with page aware ingestion, hybrid retrieval, cross encoder reranking, and source level citations.</p><a href="https://github.com/Jemade/cited-RAG-BOT" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
-                <article class="p-card reveal"><div class="project-number">12</div><h3>ApprovalFlow Agent</h3><p>Human in the loop workflow engine with persistent state, approval checkpoints, risk based tool classification, audit logging, and failure recovery.</p><a href="https://github.com/Jemade/Human-in-the-loop" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
-                <article class="p-card reveal"><div class="project-number">13</div><h3>StreamCopilot</h3><p>Real time AI assistant built with React, TypeScript, FastAPI, and SSE streaming with cancellation, retries, structured events, and observability.</p><a href="https://github.com/Jemade/Streaming-Copilot-Ui" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><div class="project-number">01</div><h3>CBIN</h3><p>B2B invoice exchange with tenant isolation, buyer bookkeeping review and a transactional outbox. Development MVP with a simulated ledger; live connector validation is still required.</p><a href="https://github.com/Jemade/CBIN" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><div class="project-number">02</div><h3>BridgeSync</h3><p>Order delivery with durable jobs, retries, tenant isolation and payment reconciliation.</p><a href="https://github.com/Jemade/BridgeSync" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><div class="project-number">03</div><h3>AgentBench</h3><p>Coding-agent evaluation with isolated execution, deterministic verifiers and inspectable case results.</p><a href="https://github.com/Jemade/AgentBench" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><div class="project-number">04</div><h3>RAG System</h3><p>Hybrid document retrieval with query traces, evidence checks and an automated evaluation harness.</p><a href="https://github.com/Jemade/RAG-SYSTEM" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><div class="project-number">05</div><h3>Personal Workspace MCP</h3><p>Local task management, read-only SQLite analytics and weather tools through MCP.</p><a href="https://github.com/Jemade/MCP-SERVER" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card p-card-featured reveal"><img src="assets/relay-preview.png" alt="Relay project preview" class="project-preview preview-contain"><div class="project-number">06</div><h3>Relay</h3><p>Real time multi agent evaluation engine with streaming communication, structured outputs, and persistent execution state.</p><a href="https://github.com/Jemade/Relay" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><img src="assets/vetta-preview.png" alt="VETTA project loading screen" class="project-preview"><div class="project-number">07</div><h3>VETTA</h3><p>Interview review workspace with technical and communication scorecards, heuristic or model-backed assessment, and optional Celery processing.</p><a href="https://github.com/Jemade/Vetta" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><img src="assets/flowops-preview.png" alt="FlowOps workspace preview" class="project-preview"><div class="project-number">08</div><h3>FlowOps</h3><p>Data pipeline workbench with inspectable processing stages, validation and optional cloud storage.</p><a href="https://github.com/Jemade/flowOPS" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><div class="project-number">09</div><h3>LLM API Gateway</h3><p>Production oriented FastAPI gateway standardizing access to multiple LLM providers with authentication, Redis controls, persistence, testing, and CI/CD.</p><a href="https://github.com/Jemade/API-WRAPPER" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><div class="project-number">10</div><h3>LLM Cost Guard</h3><p>Token estimation, provider pricing, usage tracking, daily, weekly, and monthly budget enforcement, analytics, and threshold alerts.</p><a href="https://github.com/Jemade/llm-cost-guard" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><div class="project-number">11</div><h3>Structured Output Agent</h3><p>Schema enforced LLM extraction system using Pydantic, validation aware retries, typed errors, provider abstraction, and deterministic test fixtures.</p><a href="https://github.com/Jemade/valid_json_Agent" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><div class="project-number">12</div><h3>CiteRAG</h3><p>Citation grounded RAG for PDF question answering with page aware ingestion, hybrid retrieval, cross encoder reranking, and source level citations.</p><a href="https://github.com/Jemade/cited-RAG-BOT" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><div class="project-number">13</div><h3>ApprovalFlow Agent</h3><p>Human in the loop workflow engine with persistent state, approval checkpoints, risk based tool classification, audit logging, and failure recovery.</p><a href="https://github.com/Jemade/Human-in-the-loop" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
+                <article class="p-card reveal"><div class="project-number">14</div><h3>StreamCopilot</h3><p>Real time AI assistant built with React, TypeScript, FastAPI, and SSE streaming with cancellation, retries, structured events, and observability.</p><a href="https://github.com/Jemade/Streaming-Copilot-Ui" target="_blank" rel="noreferrer" class="p-link">View project <span aria-hidden="true">↗</span></a></article>
             </div>
         </section>