Field Notes
What we think about delivery, mission systems, open source, and the work that reaches the flight line.
Defense Acquisition Reform and the Hidden Cost of Technical Risk
Defense acquisition reform is pushing DoD programs toward faster delivery, portfolio-level tradeoffs, and iterative development. That speed will only hold if programs characterize technical risk early, before integration failures become schedule events.
The EW Software-Defined Transformation Integration Challenge
Air Force EW is shifting from platform-bound systems toward software-defined capability. The harder work is not naming the shift. It is defining the interfaces, evidence, and test paths that let electronic warfare software change without losing mission control.
Technical Debt Is a Mission Risk
Air Force software sustainment is not just a legacy-code problem. Technical debt becomes mission risk when teams cannot see what must be changed, tested, secured, wrapped, replaced, or left alone.
LVC Training Fragmentation: Integration Is Still the Hard Part
The Air Force's Live, Virtual, and Constructive training environment can generate realistic training at scale, but LVC training fragmentation remains a hard integration problem across simulators, ranges, data, standards, and vendors.
The DoD AI Bottleneck Is Upstream of the Model
The DoD AI bottleneck is usually not the frontier model. It is authorization, classified-data movement, lineage, monitoring, and acquisition structures that were not designed for models that change often.
The Software Acquisition Pathway Gap Is Still People
The Software Acquisition Pathway is now preferred policy for many software components, but GAO found that few major weapons programs used it. The gap is not only policy; it is skill, staffing, and execution.
TENA JMETC Federation Is How DoD Ranges Compose
TENA and JMETC federation work is how DoD ranges, facilities, and simulations compose for distributed test and training. The hard parts are object models, time, gateways, configuration, and release discipline.
GAO TE Report Shows Test Must Move Earlier
The GAO TE report on weapon-system testing says DoD policies do not fully reflect leading product-development practices. The message is direct: testers, users, digital twins, and iterative test strategy must move earlier.
Networked Telemetry Changes What IRIG 106 Has to Prove
Networked telemetry under IRIG 106 turns flight-test instrumentation into a managed data network. The hard work moves from cable paths alone to timing, metadata, identity, packet loss, security, and trusted recording.
Incremental Delivery in Defense Starts with Architecture
Incremental delivery in defense is not just a cultural preference for faster releases. It requires architecture that lets each increment compose with the next across interfaces, baselines, test evidence, and mission data.
Supply Chain Security Has to Cover the DevOps Environment
The Bitwarden CLI compromise shows why supply chain security must cover developer workstations, CI runners, package registries, cloud credentials, and release automation. A trusted tool can become the path into the factory.
Next Gen AOC Is a Twenty-One Center Integration Problem
Kessel Run's Next Gen AOC effort aims to modernize 21 Air Operations Centers before a 2027 contract transition. The challenge is not adding software; it is managing interfaces across legacy and new command-and-control components.