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Firefly Journal
Technology / Systems / Progress

Ideas for leaders and builders

Thinking for the systems shaping what comes next.

Practical perspectives on AI, software engineering, cybersecurity, design, and the choices behind resilient digital products.

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Signal / 01AI Engineering

Data

Live signals

Context

Connected

AI core

Insight

Predicted

Action

Adaptive

AI EngineeringFeatured

Production AI Agents in 2026: Architecture, Guardrails, Evaluations, and Human Oversight

How to move an AI agent from an impressive demonstration to a controlled, observable, and valuable production system.

Firefly AI Engineering TeamAug 12, 202612 min read
Read the lead story

12

Published dispatches

07

Editorial topics

143

Minutes of insight

Article index

Read by subject, not by noise.

Focused writing for teams turning emerging technology into secure, useful, and maintainable systems.

02
Signal / 02Software Engineering
system.ts
1
2
3
4
5
01BuildReady
02TestPassed
03ShipStable
Software Engineering11 min read

AI-Assisted Software Delivery in 2026: Speed Without Sacrificing Reliability

AI can accelerate software work, but its value depends on the engineering system surrounding code generation.

Firefly Engineering TeamJul 28, 202611 min read
03
Signal / 03AI & Data
01

Assist

Language

02

Predict

Analytics

03

Create

Generative

04

Engage

Dialogue

AI & Data13 min read

Enterprise RAG That Works: Retrieval Quality, Permissions, Evaluation, and Cost

Reliable retrieval-augmented generation starts with governed knowledge and measurable retrieval—not a vector database alone.

Firefly AI & Data TeamJul 10, 202613 min read
04
Signal / 04Cybersecurity
Value signal

AI services

01
02
03
04
05
DiscoverScale
Cybersecurity12 min read

Secure Generative AI by Design: A Practical OWASP and NIST Playbook

A practical security model for LLM applications that combines governance, least privilege, adversarial testing, and production monitoring.

Firefly Security TeamJun 18, 202612 min read
05
Signal / 05Cybersecurity
IdentityVerified
ThreatsScanning
ResponseArmed
Cybersecurity11 min read

API Security for Modern Platforms: Authorization, Abuse Prevention, and Zero Trust

A modern API security program must protect business objects and workflows—not only endpoints and network perimeters.

Firefly Security Engineering TeamMay 26, 202611 min read
06
Signal / 06Cloud & DevOps

Product teams

Self-service

01

Platform layer

Secure defaults

02

Cloud runtime

Observable

03
Cloud & DevOps10 min read

Platform Engineering and Cloud-Native Delivery: Building a Paved Road for Product Teams

A successful internal platform reduces cognitive load while preserving product-team autonomy and operational accountability.

Firefly Cloud & DevOps TeamApr 30, 202610 min read
07
Signal / 07GovTech

Identity

Reusable

Exchange

Reusable

Public service

Records

Governed

Trust

Governed

GovTech12 min read

Digital Public Infrastructure: How Governments Build Trusted, Inclusive Services

Digital government creates lasting value when reusable foundations, institutional reform, and inclusive service design move together.

Firefly Digital Transformation TeamMar 24, 202612 min read
08
Signal / 08Design & UX
Adaptive UI
Design & UX10 min read

Designing AI Products People Can Trust: UX, Accessibility, and Explainability

Trustworthy AI experiences make capability, evidence, uncertainty, control, and recourse visible at the moment users need them.

Firefly Product Design TeamFeb 19, 202610 min read
09
Signal / 09AI Engineering
system.ts
1
2
3
4
5
01BuildReady
02TestPassed
03ShipStable
AI Engineering13 min read

Enterprise MCP in 2026: Architecture, Security, and Governance for AI Tooling

How to turn MCP from a convenient connector into a governed enterprise integration layer for agents, tools, and business data.

Firefly AI Platform TeamAug 8, 202613 min read
10
Signal / 10AI Engineering

Data

Live signals

Context

Connected

AI core

Insight

Predicted

Action

Adaptive

AI Engineering14 min read

Evaluation-Driven AI Engineering: From Agent Traces to Production Confidence

A rigorous evaluation program turns agent quality from subjective demos into measurable, release-ready engineering evidence.

Firefly AI Quality Engineering TeamJul 31, 202614 min read
11
Signal / 11AI Engineering
Value signal

AI services

01
02
03
04
05
DiscoverScale
AI Engineering12 min read

The AI Inference Gateway: Routing Models for Quality, Latency, Cost, and Resilience

Production AI platforms increasingly need a policy and routing layer that selects the right model for each workload—not one model for everything.

Firefly AI Infrastructure TeamJul 17, 202612 min read
12
Signal / 12AI Engineering
Adaptive UI
AI Engineering13 min read

Real-Time Multimodal and Voice Agents: A Production Architecture for 2026

Real-time agents require a different engineering discipline: continuous media, interruption, tool concurrency, safety, and human handoff must work together.

Firefly Realtime AI TeamJun 30, 202613 min read

Showing 11 journal dispatches

Our editorial lens

Signals worth paying attention to.

We write where technology choices meet operating reality, human behavior, security, and long-term organizational value.

Applied intelligence

Where AI creates practical value inside products and organizations.

Production engineering

Architecture, delivery, and software decisions that survive real use.

Digital trust

Security and governance as foundations for dependable systems.

Human experience

Designing intelligent interfaces around clarity, agency, and adoption.

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Bring your next technology decision into sharper focus.

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