Decebal | Rust for the AI execution layer ⚙️ (@ddonprogramming) header
Decebal | Rust for the AI execution layer ⚙️ (@ddonprogramming) profile picture

Decebal | Rust for the AI execution layer ⚙️

@ddonprogramming

Wolven Tech: Rust consulting. AllSource Prime: durable AI memory → https://nitter.cf/t.co/CfdDxoKhs5 Longhand: AI workflows & training → https://nitter.cf/t.co/Rbml5TOtFF

 London, United Kingdom
wolventech.com
Joined January 2014
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A stable metric name can carry a changed payload contract. OpenTelemetry’s process-scraper migration versions internal identifiers and removes that suffix before export.
🤖 Made with AI
A graphite wolf examines a circular metal housing with a blank exterior plaque and a removable silver fitting beside it. Caption: Test the emitted record.

ALT A graphite wolf examines a circular metal housing with a blank exterior plaque and a removable silver fitting beside it. Caption: Test the emitted record.

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Keep agent changes that the acceptance gate rejected. A promoted-only report hides recurring proposed regressions and the work the gate performed to contain them.
🤖 Made with AI
A silver mechanical guardian preserves a cross-marked tile in an audit tray beside a check-marked tile. Both remain intact. Caption: Keep rejected changes.

ALT A silver mechanical guardian preserves a cross-marked tile in an audit tray beside a check-marked tile. Both remain intact. Caption: Keep rejected changes.

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A search subagent can return accurate code while omitting the dependency that changes the answer. The caller needs another search to inspect evidence that never reached it.
🤖 Made with AI
A graphite wolf examines dark folders on a stone platform. A red thread connects them to a separate silver folder outside the group. Caption: Check missing evidence.

ALT A graphite wolf examines dark folders on a stone platform. A red thread connects them to a separate silver folder outside the group. Caption: Check missing evidence.

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A faster KV handoff can require choosing the decoder earlier. vLLM’s NIXL push design overlaps destination preparation with prefill, after selecting where the request will decode.
🤖 Made with AI
A silver mechanical guardian holds an empty cradle while a separate spherical payload is still being assembled on a neighbouring stone plinth. Caption: Capacity commits early.

ALT A silver mechanical guardian holds an empty cradle while a separate spherical payload is still being assembled on a neighbouring stone plinth. Caption: Capacity commits early.

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1/7 Imagine an agent-written change that passes CI. A reviewer asks what happens if the caller retries after a lost acknowledgement. The operation runs twice. Use this case to examine the harness and review process your engineers designed together.
🤖 Made with AI
A football training board retains an unsuccessful route and a corrected route beside a test marker. Caption: Keep the review finding.

ALT A football training board retains an unsuccessful route and a corrected route beside a test marker. Caption: Keep the review finding.

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A better acceptance predictor can violate a sampler’s correctness assumptions. In vLLM’s adaptive-verification analysis, the feature used to choose drafts matters beyond its prediction score.
🤖 Made with AI
A graphite wolf watches silver tokens pass through a transparent gate towards a stone cradle. No numerical scale. Caption: Check the sampling rule.

ALT A graphite wolf watches silver tokens pass through a transparent gate towards a stone cradle. No numerical scale. Caption: Check the sampling rule.

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A Rust library can pass internal tests while returning the wrong result to a foreign caller. The consumer adds a calling convention and compiler choices that a Rust-only test may leave out.
🤖 Made with AI
Original 3D silver mechanical guardian holds a keyed connector beside a matching socket in a stone boundary. Charcoal background. Caption: Test the caller.

ALT Original 3D silver mechanical guardian holds a keyed connector beside a matching socket in a stone boundary. Charcoal background. Caption: Test the caller.

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1/6 Get engineers involved before you standardise how the team uses Claude Code or Codex. Pick a real change. Design the harness and review process with the engineers who will build, review and operate it.
🤖 Made with AI
Football tactical pieces surround a shared passing route with a clear handoff marker. Caption: Design the handoff.

ALT Football tactical pieces surround a shared passing route with a clear handoff marker. Caption: Design the handoff.

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Custom telemetry destinations introduce failures the product team cannot control. OpenTelemetry's design guide discusses shared and tenant-specific collectors; its resiliency docs describe finite queues and retries. 1/5
🤖 Made with AI
Parallel silver channels lead to separate pale receivers. A closed red gate backs up one channel; a wolf-engraved partition separates it from the open channel. Caption: Bound each export.

ALT Parallel silver channels lead to separate pale receivers. A closed red gate backs up one channel; a wolf-engraved partition separates it from the open channel. Caption: Bound each export.

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A buffered log can be written after its request context changes. OBI's trace-log correlation report warns that asynchronous writes under backpressure can miss context or carry stale context. 1/5
🤖 Made with AI
Red and silver shapes pass through a dark buffer onto a conveyor. A lamp illuminates their geometric identifiers at the outlet, watched by a sculptural silver wolf. Caption: Check the write boundary.

ALT Red and silver shapes pass through a dark buffer onto a conveyor. A lamp illuminates their geometric identifiers at the outlet, watched by a sculptural silver wolf. Caption: Check the write boundary.

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