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Tencent dropped an open-weights mixture-of-experts model at 770B total parameters with 49B active and a context window north of a million tokens. In an internal blind eval, 163 experts scored it 2.99 out of 4 across 203 engineering tasks, edging past GLM-5.3 and Kimi K3. Pricing lands at $0.834 per million input tokens and $2.50 per million out, with a two-week free window on WorkBuddy and CodeBuddy.
584 commits from 270 contributors, headlined by Kimi-K3 optimizations including Decode Context Parallel and fused FlashKDA kernels, plus shared-expert sharding that reclaims roughly 17GB per GPU. DeepSeek V4 gets end-to-end sparse MLA for decode, MTP, and speculative decoding. Default max batched tokens doubles to 16384, and adaptive speculative token budgeting delivers about 60% better time-to-first-token on DSpark.
Gregor Ojstersek argues AI doesn't fix productivity problems — it amplifies whatever culture you already have, so bad communication and bad architecture just get louder. He calls out executives who frame AI as making people less necessary, which torches psychological safety and defeats the whole point. His contrarian take: hire more engineers in the AI era, not fewer.
The argument: LLMs flounder in legacy codebases because the code never decided what its own concepts are called, so the model invents a fourth spelling of a thing that already exists three times. The fix is Domain-Driven Design — humans own strategic decisions, agents own tactical implementation, with bounded contexts declared in a .workflow.json manifest and a CONTEXT.md glossary. Cross-repo disagreements about shared terms get auto-detected and filed as issues.
Paolo Galeone makes the case that LLM-assisted development strips out the productive struggle that actually builds expertise — you spot the mistake, you tell the model to fix it, and you learn nothing. He argues the point was always to have fun getting from A to B and gain savvy on the way. He closes with a sharper worry: your interactions become training data, commoditizing the very expertise you gave up building.
An MIT-licensed project that brings Apple Continuity to Linux — iMessage and SMS send and receive, clipboard sync, file transfer, notification mirroring, contacts, and OTP autofill. All device traffic is mTLS-encrypted with mutual auth from day one. The messaging breakthrough came from reverse-engineered Bluetooth protocol docs, reimplemented in clean C++ specifically to dodge GPL constraints.
Since SQLite 3.31.0, generated columns plus json_extract() let you store raw JSON and index specific fields as if they were real columns. Wrapping inserts in json() catches malformed documents at write time, and generated columns accept normal constraints like NOT NULL for schema validation on nested fields. The migration path is the selling point: dump webhook payloads into a JSON column now, add generated columns and indexes once you know what you actually query.
Joshua Tucker's three-phase framework for new roles: a collection period of deliberate listening, a synthesis phase categorizing opportunities by risk and complexity, then strategic acceleration with public quick wins. He leans hard on Chesterton's Fence — find out why the process exists before you tear it down. The thesis line: "action without context is just noise."
DHS has been using 19 U.S.C. § 1509 — an administrative summons power built for customs enforcement — to demand records with no judge's sign-off, only an internal department approval. Targets have included Democracy Now, podcaster Megyn Kelly, SEIU, and the Communications Workers of America, none of whom face charges. Legal experts told the Guardian it's a plain abuse of a narrow statute.
NASA's Roman telescope goes up on a SpaceX Falcon Heavy from Kennedy's LC-39A, no earlier than 6:26 a.m. Central on Sunday, August 30th. Its job is pinning down dark energy — the roughly 68% of the universe's energy driving accelerating expansion — by mapping matter distribution and measuring distant supernovae over cosmic time. It'll also run a statistical census of planetary systems along the way.
