Custom C++ & Python development
Senior-level engineering for performance-sensitive systems, tooling, and integrations—delivered with pragmatic build, test, and release hygiene. Engagements can run fully inside your environment (VPC/on‑prem) when confidentiality or IP constraints require it.
Executive summary
When C++ is the right tool, teams usually need more than “write the code.”
We deliver production-grade C++ (C++17+) components and Python utilities with the surrounding engineering work that makes them maintainable: clear interfaces, predictable builds, repeatable releases, and reliability under real production constraints.
What we build (typical engagements)
Well-scoped deliverables with clean interfaces and handoff.
New components
C++ libraries/services with clean APIs, documentation, and tests.
Performance work
Profiling, concurrency improvements, and measurable latency/CPU wins.
Stabilize & modernize
Compiler/standard upgrades, build cleanup, and regression stabilization.
Integrations
TLS-enabled networking, telemetry pipelines, and interoperability work.
Tooling & automation
Python utilities, format converters, and “glue” code where scripting helps.
C++ & Python interfaces
Bindings and integration patterns that keep the system maintainable.
How we deliver (engineering hygiene)
Work that’s easy to review, test, ship, and own.
Build & packaging
- Clear scope: written spec with acceptance tests
- CMake-based builds and a reproducible dependency strategy
- CI integration (build, test, and packaging steps)
Quality & diagnostics
- Unit tests and targeted integration tests
- Review-ready commits and code review support
- Practical debugging/profiling workflow (sanitizers, gdb/lldb)
Outcomes you can expect
Concrete results you can validate with tests and benchmarks.
Faster iteration
Builds/tests that are repeatable and easy for your team to run.
Predictable performance
Improvements validated with profiling and realistic workloads.
Reduced risk
Fewer “mystery failures” via explicit error handling and diagnostics.
Cleaner interfaces
Simpler integration points and a codebase that’s easier to extend.
Confidentiality & IP posture
Designed for environments with strict IP or compliance constraints.
Baseline
- Client-owned IP by default for client-funded work
- Work inside your boundary (your repo, network, and CI) when required
- Least-privilege access and auditable changes where supported
What you get
- Clear interfaces, docs, and tests
- Build + CI integration and release packaging plan
- Ownership transfer and optional support terms
Service package options
Choose the engagement shape that fits your constraints.
Component delivery
Spec → implementation → tests → integration plan → handoff.
Stabilize & modernize
Build/CI cleanup, upgrades, reliability fixes, and a prioritized roadmap.
Performance pass
Profiling plan, targeted optimizations, regression safeguards, and reporting.
Add-ons: cross-platform support (Linux/Windows), secure transport (TLS/mTLS), bindings (Python/Tcl), packaging/distribution, and build/release automation.
Engagement model (recommended)
Structured milestones with demos, reviewable commits, and test evidence.
- Discovery (3–5 days): clarify scope, constraints, interfaces, acceptance tests, and delivery plan
- Implementation (2–6+ weeks): milestones with demos, reviewable commits, and test evidence
- Integration + handoff (1–2 weeks): CI integration, release packaging, docs, and transfer of ownership
- Ongoing support (optional): bugfix SLAs, feature increments, and performance maintenance
Next steps
Share a short brief and we’ll respond with a scoped plan + quote.
Share
- A short problem statement and target platforms (Linux/Windows)
- Constraints (offline/air‑gap, licensing) and confidentiality needs
- Any performance/reliability goals and timelines
We respond with
- A scoped plan and delivery timeline for the first milestone
- Acceptance tests and demo checkpoints
- A firm quote (fixed scope, T&M, or retainer)