Issues

• Ratify and implement Model 2 BLOCK/DEFER contract and evaluation protocol

  featurepriority:highresearchtesting
  SebasHT15/firewall-IA#83 · Filter by author SebasHT15 opened on Oct 21, 2026

• Validate combined Analyzer and Fast Path shadow runtime in the lab

  performancepriority:hightesting
  SebasHT15/firewall-IA#81 · Filter by author SebasHT15 opened on Oct 21, 2026

• V5 canonical-request/v1 — gateway integration prerequisites (deferred by D63)

  blockedfeaturepriority:mediumtesting
  SebasHT15/firewall-IA#68 · Filter by author SebasHT15 opened on Oct 14, 2026
  2

• Security: request text can inject template special tokens into the V4 prompt

  bugpriority:highresearchtesting
  SebasHT15/firewall-IA#65 · Filter by author SebasHT15 opened on Oct 11, 2026
  3

• Calibrate and benchmark the fast path

  performancepriority:mediumtesting
  SebasHT15/firewall-IA#38 · Filter by author SebasHT15 opened on Sep 6, 2026 · M3 — Inline Gateway

• Add asynchronous model validation for fast-path traffic

  featurepriority:mediumtesting
  SebasHT15/firewall-IA#37 · Filter by author SebasHT15 opened on Sep 6, 2026 · M3 — Inline Gateway

• Implement benign fast-path ALLOW

  featureperformancepriority:high
  SebasHT15/firewall-IA#36 · Filter by author SebasHT15 opened on Sep 6, 2026 · M3 — Inline Gateway

• Implement heuristic suspicious scoring

  featurepriority:highresearch
  SebasHT15/firewall-IA#35 · Filter by author SebasHT15 opened on Sep 6, 2026 · M3 — Inline Gateway

• Advanced SIEM telemetry integration

  future-workresearch
  SebasHT15/firewall-IA#31 · Filter by author SebasHT15 opened on Aug 17, 2026

• Stateful/session-aware classification

  future-workresearch
  SebasHT15/firewall-IA#30 · Filter by author SebasHT15 opened on Aug 17, 2026

• Extended held-out adversarial/evasion evaluation

  future-workresearch
  SebasHT15/firewall-IA#29 · Filter by author SebasHT15 opened on Aug 17, 2026
  2

• Compare against conventional WAF/rule baseline

  future-workresearch
  SebasHT15/firewall-IA#28 · Filter by author SebasHT15 opened on Aug 17, 2026

• Evaluate reserved CSIC anomaly set

  future-workresearch
  SebasHT15/firewall-IA#27 · Filter by author SebasHT15 opened on Aug 17, 2026

• Document limitations and reproducibility

  documentationpriority:highresearch
  SebasHT15/firewall-IA#25 · Filter by author SebasHT15 opened on Aug 17, 2026 · M5 — Research / Graduation Results
  2

• Consolidate final experimental results

  documentationpriority:highresearch
  SebasHT15/firewall-IA#24 · Filter by author SebasHT15 opened on Aug 17, 2026 · M5 — Research / Graduation Results

• Consolidate final architecture documentation

  documentationpriority:medium
  SebasHT15/firewall-IA#23 · Filter by author SebasHT15 opened on Aug 17, 2026 · M5 — Research / Graduation Results

• Benchmark embedded performance

  embeddedperformancepriority:critical
  SebasHT15/firewall-IA#22 · Filter by author SebasHT15 opened on Aug 17, 2026 · M4 — Embedded Deployment

• Deploy gateway on embedded hardware

  embeddedfeaturepriority:critical
  SebasHT15/firewall-IA#21 · Filter by author SebasHT15 opened on Aug 17, 2026 · M4 — Embedded Deployment

• Select embedded deployment platform

  embeddedpriority:highresearch
  SebasHT15/firewall-IA#20 · Filter by author SebasHT15 opened on Aug 17, 2026 · M4 — Embedded Deployment

• Define embedded hardware requirements

  embeddedpriority:highresearch
  SebasHT15/firewall-IA#19 · Filter by author SebasHT15 opened on Aug 17, 2026 · M4 — Embedded Deployment

• Benchmark end-to-end gateway latency

  performancepriority:critical
  SebasHT15/firewall-IA#18 · Filter by author SebasHT15 opened on Aug 17, 2026 · M3 — Inline Gateway

• Benchmark quantized latency and memory

  performancepriority:high
  SebasHT15/firewall-IA#14 · Filter by author SebasHT15 opened on Aug 17, 2026 · M2 — Quantized Deployment

• Compare quantized security performance

  priority:highresearchtesting
  SebasHT15/firewall-IA#13 · Filter by author SebasHT15 opened on Aug 17, 2026 · M2 — Quantized Deployment

• Integrate llama.cpp inference

  featurepriority:high
  SebasHT15/firewall-IA#12 · Filter by author SebasHT15 opened on Aug 17, 2026 · M2 — Quantized Deployment

• Quantize model to Q4_K_M

  featureperformancepriority:high
  SebasHT15/firewall-IA#11 · Filter by author SebasHT15 opened on Aug 17, 2026 · M2 — Quantized Deployment